AutomatosX's picture
Publish AX-Qwen3-Embedding-4B-MLX-AXQ-MXFP8
775419f verified
Raw History Blame Contribute Delete
352 kB
{
"analysis_sha256": "274968a93f24b1211cf0fe611509477db75ab3aaf9e28a27e960d31bba60985a",
"architecture_profile": {
"adapter_id": "qwen3-dense-v1",
"audio_present": false,
"config_model_type": "qwen3",
"dense": true,
"mtp_declared": false,
"notes": [
"Qwen3 dense (model_type=qwen3), including Qwen3-Embedding retrieval models.",
"Embedding checkpoints share the causal backbone layout; use embedding runtimes for retrieval quality — do not claim generative or MTP metrics."
],
"optimization_scope": "text-path",
"product_family": "qwen3",
"support_level": "supported",
"support_tier": "convertible",
"text_layer_count": 36,
"vision_present": false
},
"assignments": [
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "embed_tokens",
"outlier_strategy": "none",
"parameters": 388262400,
"predicted_loss": 0.0,
"reason": "manual rule embedding-8: Embedding floor 8-bit affine",
"role": "embedding",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "embed_tokens.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.0.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.0.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.0.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.0.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.0.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.0.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.0.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.0.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.0.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.0.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.0.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.0.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.0.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.0.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.0.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.0.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.0.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.0.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.0.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.0.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.0.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.0.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.1.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.1.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.1.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.1.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.1.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.1.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.1.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.1.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.1.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.1.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.1.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.1.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.1.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.1.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.1.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.1.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.1.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.1.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.1.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.1.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.1.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.1.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.10.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.10.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.10.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.10.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.10.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.10.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.10.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.10.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.10.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.10.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.10.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.10.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.10.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.10.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.10.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.10.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.10.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.10.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.10.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.10.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.10.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.10.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.11.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.11.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.11.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.11.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.11.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.11.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.11.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.11.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.11.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.11.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.11.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.11.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.11.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.11.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.11.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.11.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.11.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.11.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.11.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.11.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.11.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.11.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.12.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.12.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.12.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.12.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.12.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.12.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.12.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.12.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.12.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.12.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.12.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.12.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.12.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.12.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.12.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.12.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.12.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.12.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.12.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.12.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.12.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.12.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.13.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.13.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.13.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.13.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.13.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.13.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.13.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.13.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.13.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.13.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.13.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.13.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.13.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.13.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.13.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.13.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.13.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.13.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.13.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.13.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.13.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.13.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.14.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.14.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.14.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.14.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.14.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.14.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.14.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.14.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.14.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.14.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.14.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.14.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.14.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.14.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.14.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.14.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.14.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.14.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.14.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.14.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.14.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.14.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.15.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.15.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.15.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.15.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.15.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.15.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.15.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.15.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.15.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.15.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.15.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.15.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.15.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.15.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.15.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.15.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.15.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.15.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.15.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.15.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.15.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.15.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.16.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.16.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.16.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.16.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.16.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.16.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.16.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.16.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.16.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.16.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.16.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.16.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.16.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.16.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.16.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.16.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.16.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.16.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.16.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.16.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.16.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.16.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.17.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.17.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.17.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.17.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.17.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.17.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.17.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.17.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.17.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.17.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.17.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.17.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.17.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.17.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.17.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.17.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.17.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.17.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.17.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.17.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.17.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.17.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.18.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.18.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.18.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.18.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.18.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.18.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.18.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.18.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.18.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.18.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.18.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.18.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.18.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.18.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.18.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.18.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.18.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.18.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.18.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.18.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.18.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.18.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.19.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.19.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.19.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.19.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.19.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.19.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.19.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.19.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.19.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.19.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.19.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.19.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.19.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.19.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.19.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.19.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.19.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.19.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.19.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.19.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.19.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.19.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.2.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.2.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.2.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.2.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.2.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.2.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.2.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.2.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.2.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.2.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.2.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.2.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.2.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.2.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.2.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.2.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.2.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.2.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.2.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.2.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.2.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.2.self_attn.v_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.20.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.20.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.20.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.20.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.20.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.20.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.20.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.20.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.20.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.20.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.20.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.20.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.20.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.20.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.20.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.20.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.3.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.3.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.3.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.3.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.3.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.3.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.3.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.3.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.3.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.3.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.3.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.3.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.3.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.3.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.3.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.3.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.3.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.3.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.3.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.3.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.3.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.3.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.4.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.4.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.4.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.4.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.4.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.4.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.4.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.4.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.4.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.4.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.4.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.4.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.4.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.4.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.4.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.4.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.4.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.4.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.4.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.4.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.4.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.4.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.5.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.5.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.5.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.5.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.5.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.5.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.5.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.5.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.5.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.5.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.5.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.5.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.5.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.5.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.5.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.5.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.5.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.5.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.5.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.5.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.5.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.5.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.6.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.6.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.6.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.6.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.6.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.6.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.6.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.6.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.6.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.6.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.6.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.6.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.6.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.6.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.6.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.6.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.6.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.6.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.6.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.6.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.6.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.6.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.7.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.7.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.7.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.7.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.7.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.7.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.7.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.7.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.7.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.7.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.7.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.7.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.7.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.7.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.7.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.7.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.7.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.7.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.7.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.7.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.7.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.7.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.8.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.8.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.8.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.8.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.8.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.8.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.8.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.8.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.8.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.8.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.8.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.8.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.8.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.8.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.8.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.8.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.8.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.8.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.8.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.8.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.8.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.8.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.9.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.9.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.9.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.9.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.9.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.9.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.9.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.9.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.9.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.9.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.9.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.9.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.9.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.9.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.9.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.9.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.9.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.9.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.9.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.9.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.9.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.9.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.20.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.20.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.20.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.20.mlp.down_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.20.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.20.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.21.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.21.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.21.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.21.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.21.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.21.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.21.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.21.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.21.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.21.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.21.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.21.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.21.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.21.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.21.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.21.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.21.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.21.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.21.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.21.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.21.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.21.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.22.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.22.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.22.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.22.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.22.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.22.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.22.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.22.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.22.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.22.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.22.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.22.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.22.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.22.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.22.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.22.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.22.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.22.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.22.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.22.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.22.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.22.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.23.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.23.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.23.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.23.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.23.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.23.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.23.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.23.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.23.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.23.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.23.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.23.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.23.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.23.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.23.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.23.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.23.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.23.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.23.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.23.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.23.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.23.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.24.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.24.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.24.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.24.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.24.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.24.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.24.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.24.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.24.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.24.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.24.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.24.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.24.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.24.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.24.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.24.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.24.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.24.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.24.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.24.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.24.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.24.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.25.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.25.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.25.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.25.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.25.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.25.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.25.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.25.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.25.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.25.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.25.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.25.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.25.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.25.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.25.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.25.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.25.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.25.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.25.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.25.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.25.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.25.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.26.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.26.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.26.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.26.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.26.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.26.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.26.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.26.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.26.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.26.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.26.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.26.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.26.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.26.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.26.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.26.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.26.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.26.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.26.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.26.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.26.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.26.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.27.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.27.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.27.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.27.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.27.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.27.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.27.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.27.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.27.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.27.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.27.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.27.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.27.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.27.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.27.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.27.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.27.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.27.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.27.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.27.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.27.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.27.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.28.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.28.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.28.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.28.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.28.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.28.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.28.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.28.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.28.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.28.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.28.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.28.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.28.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.28.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.28.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.28.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.28.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.28.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.28.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.28.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.28.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.28.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.29.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.29.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.29.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.29.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.29.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.29.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.29.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.29.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.29.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.29.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.29.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.29.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.29.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.29.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.29.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.29.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.29.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.29.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.29.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.29.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.29.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.29.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.30.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.30.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.30.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.30.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.30.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.30.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.30.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.30.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.30.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.30.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.30.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.30.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.30.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.30.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.30.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.30.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.30.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.30.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.30.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.30.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.30.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.30.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.31.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.31.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.31.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.31.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.31.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.31.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.31.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.31.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.31.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.31.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.31.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.31.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.31.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.31.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.31.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.31.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.31.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.31.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.31.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.31.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.31.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.31.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.32.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.32.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.32.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.32.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.32.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.32.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.32.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.32.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.32.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.32.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.32.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.32.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.32.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.32.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.32.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.32.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.32.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.32.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.32.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.32.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.32.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.32.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.33.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.33.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.33.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.33.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.33.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.33.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.33.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.33.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.33.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.33.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.33.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.33.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.33.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.33.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.33.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.33.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.33.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.33.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.33.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.33.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.33.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.33.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.34.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.34.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.34.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.34.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.34.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.34.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.34.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.34.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.34.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.34.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.34.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.34.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.34.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.34.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.34.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.34.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.34.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.34.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.34.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.34.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.34.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.34.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.35.input_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.35.input_layernorm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.35.mlp.down_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.35.mlp.down_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.35.mlp.gate_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.35.mlp.gate_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.35.mlp.up_proj",
"outlier_strategy": "none",
"parameters": 24903680,
"predicted_loss": 0.0,
"reason": "manual rule mlp-mxfp8: AXQ-mxfp8 MLP trunk",
"role": "mlp",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.35.mlp.up_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.35.post_attention_layernorm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.35.post_attention_layernorm.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.35.self_attn.k_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.35.self_attn.k_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.35.self_attn.k_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.35.self_attn.k_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.35.self_attn.o_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.35.self_attn.o_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.35.self_attn.q_norm",
"outlier_strategy": "none",
"parameters": 128,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "layers.35.self_attn.q_norm.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.35.self_attn.q_proj",
"outlier_strategy": "none",
"parameters": 10485760,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.35.self_attn.q_proj.weight"
},
{
"bits": 8,
"group_size": 32,
"method": "affine",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "layers.35.self_attn.v_proj",
"outlier_strategy": "none",
"parameters": 2621440,
"predicted_loss": 0.0,
"reason": "manual rule attention-mxfp8: AXQ-mxfp8 attention trunk",
"role": "attention",
"scale_strategy": "group-affine",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 9.0
},
"tensor": "layers.35.self_attn.v_proj.weight"
},
{
"bits": 16,
"group_size": null,
"method": "bf16",
"metrics": {
"cosine_distance": 0.0,
"decode_latency_cost": 0.0,
"hidden_state_error": 0.0,
"long_context_loss": 0.0,
"mtp_acceptance_loss": 0.0,
"output_kl": 0.0,
"peak_memory_cost": 0.0,
"prefill_latency_cost": 0.0,
"task_loss_delta": 0.0,
"token_disagreement": 0.0
},
"module_path": "norm",
"outlier_strategy": "none",
"parameters": 2560,
"predicted_loss": 0.0,
"reason": "manual rule protect-norms: Protection floor — norms stay BF16",
"role": "norm",
"scale_strategy": "none",
"strategy_metadata": {
"selected_from_candidates": 1,
"storage_bpw": 16.0
},
"tensor": "norm.weight"
}
],
"calibration": null,
"candidate_bits": [
8,
16
],
"candidate_group_sizes": [],
"constraints": {
"effective_bpw_limit": 16.0,
"lm_head_min_bits": 16,
"max_model_size_ratio_to_uniform4": 1.1,
"minimum_mtp_acceptance_retention": 0.95,
"minimum_mtp_speedup": 1.2,
"minimum_quality_retention": 0.98
},
"cost_model": "abstract-bpw",
"created_at": "2026-10-04T02:06:47.618121Z",
"effective_bpw": 9.000341310050072,
"evidence_kind": "architecture_prior",
"global_validation_required": true,
"group_size": 32,
"hardware": {
"name": "ax-engine-apple-silicon-affine-dwq-v3",
"runtime": "ax-engine",
"supported_bits": [
2,
3,
4,
6,
8,
16
],
"supported_group_sizes": [
32,
64,
128
],
"supported_methods": [
"affine",
"awq",
"dwq",
"gptq",
"gptq-act",
"bf16"
]
},
"kernel_latency_host_id": null,
"kernel_latency_sha256": null,
"kv_cache": null,
"method_near_ties": [],
"method_near_ties_omitted": 0,
"mtp": {
"candidate_bits": [
8,
16
],
"min_bits": 8,
"mode": "protected",
"optimize_for_acceptance": true,
"preserve_external_sidecar": true,
"protect_norms": true,
"protect_output_head": true
},
"mtp_distribution": {},
"nominal_bpw": 8.000390068628654,
"objective": {
"cosine_distance": 0.03,
"decode_latency_cost": 0.07,
"hidden_state_error": 0.1,
"long_context_loss": 0.05,
"mtp_acceptance_loss": 0.22,
"output_kl": 0.15,
"peak_memory_cost": 0.03,
"prefill_latency_cost": 0.03,
"task_loss_delta": 0.2,
"token_disagreement": 0.12
},
"primary_runtime": "ax-engine",
"profile": "agent-coding",
"quantizer": "axquant",
"random_seed": 20260728,
"schema_version": "axquant.plan.v2",
"software_versions": {
"ax_engine": "7.5.7",
"axquant": "1.9.0",
"mlx": "0.32.1",
"mlx_lm": "0.31.3",
"pydantic": "2.13.4",
"python": "3.12.13",
"safetensors": "0.8.0"
},
"source_model": {
"architecture": "Qwen3ForCausalLM",
"format": "mlx",
"local_path": null,
"model_id": "Qwen/Qwen3-Embedding-4B",
"revision": "5cf2132abc99cad020ac570b19d031efec650f2b"
},
"status": "planned",
"target_bpw": 16.0,
"target_class": "16p0bpw",
"target_mode": "low-memory",
"warnings": [
"Manual assignments are unmeasured development evidence.",
"Conversion requires --allow-unmeasured and cannot pass publication gates."
],
"weight_distribution": {
"8bit": {
"fraction": 0.9999512414214182,
"parameters": 4021578240
},
"bf16": {
"fraction": 4.8758578581769534e-05,
"parameters": 196096
}
}
}