AutomatosX's picture
Publish AX-Nemotron-3.5-Lightning-30B-A3B-MLX-AXQ-MXFP4-MTP development checkpoint
5ab1716 verified
Raw History Blame
50 kB
{
"architectures": [
"NemotronHForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 1,
"chunk_size": 128,
"conv_kernel": 4,
"dtype": "bfloat16",
"eos_token_id": [
2,
11
],
"expand": 2,
"head_dim": 128,
"hidden_dropout": 0.0,
"hidden_size": 2688,
"initializer_range": 0.02,
"intermediate_size": 1856,
"layer_norm_epsilon": 1e-05,
"layers_block_type": [
"mamba",
"moe",
"mamba",
"moe",
"mamba",
"attention",
"moe",
"mamba",
"moe",
"mamba",
"moe",
"mamba",
"attention",
"moe",
"mamba",
"moe",
"mamba",
"moe",
"mamba",
"attention",
"moe",
"mamba",
"moe",
"mamba",
"moe",
"mamba",
"attention",
"moe",
"mamba",
"moe",
"mamba",
"moe",
"mamba",
"attention",
"moe",
"mamba",
"moe",
"mamba",
"moe",
"mamba",
"moe",
"mamba",
"attention",
"moe",
"mamba",
"moe",
"mamba",
"moe",
"mamba",
"moe",
"mamba",
"moe"
],
"mamba_head_dim": 64,
"mamba_hidden_act": "silu",
"mamba_num_heads": 64,
"mamba_proj_bias": false,
"mamba_ssm_cache_dtype": "float32",
"max_position_embeddings": 262144,
"mlp_bias": false,
"mlp_hidden_act": "relu2",
"model_type": "nemotron_h",
"moe_intermediate_size": 1856,
"moe_latent_size": null,
"moe_shared_expert_intermediate_size": 3712,
"moe_shared_expert_overlap": true,
"mtp_layers_block_type": [
"attention",
"moe"
],
"n_group": 1,
"n_groups": 8,
"n_routed_experts": 128,
"n_shared_experts": 1,
"norm_eps": 1e-05,
"norm_topk_prob": true,
"num_attention_heads": 32,
"num_experts_per_tok": 6,
"num_hidden_layers": 52,
"num_key_value_heads": 2,
"num_logits_to_keep": 1,
"num_nextn_predict_layers": 1,
"pad_token_id": 0,
"partial_rotary_factor": 1.0,
"quantization": {
"group_size": 32,
"bits": 4,
"mode": "affine",
"backbone.embeddings": {
"group_size": 32,
"bits": 8,
"mode": "affine"
},
"backbone.layers.0.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.0.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.1.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.1.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.1.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.1.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.2.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.2.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.3.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.3.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.3.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.3.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.4.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.4.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.5.mixer.q_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.5.mixer.k_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.5.mixer.v_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.5.mixer.o_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.6.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.6.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.6.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.6.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.7.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.7.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.8.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.8.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.8.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.8.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.9.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.9.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.10.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.10.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.10.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.10.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.11.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.11.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.12.mixer.q_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.12.mixer.k_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.12.mixer.v_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.12.mixer.o_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.13.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.13.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.13.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.13.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.14.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.14.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.15.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.15.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.15.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.15.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.16.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.16.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.17.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.17.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.17.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.17.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.18.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.18.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.19.mixer.q_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.19.mixer.k_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.19.mixer.v_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.19.mixer.o_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.20.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.20.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.20.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.20.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.21.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.21.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.22.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.22.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.22.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.22.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.23.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.23.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.24.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.24.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.24.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.24.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.25.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.25.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.26.mixer.q_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.26.mixer.k_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.26.mixer.v_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.26.mixer.o_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.27.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.27.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.27.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.27.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.28.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.28.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.29.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.29.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.29.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.29.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.30.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.30.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.31.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.31.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.31.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.31.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.32.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.32.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.33.mixer.q_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.33.mixer.k_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.33.mixer.v_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.33.mixer.o_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.34.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.34.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.34.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.34.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.35.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.35.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.36.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.36.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.36.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.36.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.37.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.37.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.38.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.38.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.38.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.38.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.39.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.39.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.40.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.40.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.40.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.40.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.41.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.41.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.42.mixer.q_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.42.mixer.k_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.42.mixer.v_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.42.mixer.o_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.43.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.43.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.43.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.43.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.44.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.44.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.45.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.45.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.45.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.45.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.46.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.46.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.47.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.47.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.47.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.47.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.48.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.48.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.49.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.49.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.49.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.49.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.50.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.50.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.51.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.51.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.51.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.51.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
}
},
"quantization_config": {
"group_size": 32,
"bits": 4,
"mode": "affine",
"backbone.embeddings": {
"group_size": 32,
"bits": 8,
"mode": "affine"
},
"backbone.layers.0.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.0.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.1.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.1.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.1.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.1.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.2.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.2.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.3.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.3.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.3.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.3.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.4.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.4.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.5.mixer.q_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.5.mixer.k_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.5.mixer.v_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.5.mixer.o_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.6.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.6.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.6.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.6.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.7.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.7.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.8.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.8.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.8.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.8.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.9.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.9.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.10.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.10.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.10.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.10.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.11.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.11.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.12.mixer.q_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.12.mixer.k_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.12.mixer.v_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.12.mixer.o_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.13.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.13.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.13.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.13.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.14.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.14.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.15.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.15.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.15.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.15.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.16.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.16.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.17.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.17.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.17.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.17.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.18.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.18.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.19.mixer.q_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.19.mixer.k_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.19.mixer.v_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.19.mixer.o_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.20.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.20.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.20.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.20.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.21.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.21.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.22.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.22.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.22.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.22.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.23.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.23.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.24.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.24.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.24.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.24.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.25.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.25.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.26.mixer.q_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.26.mixer.k_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.26.mixer.v_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.26.mixer.o_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.27.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.27.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.27.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.27.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.28.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.28.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.29.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.29.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.29.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.29.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.30.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.30.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.31.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.31.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.31.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.31.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.32.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.32.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.33.mixer.q_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.33.mixer.k_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.33.mixer.v_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.33.mixer.o_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.34.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.34.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.34.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.34.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.35.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.35.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.36.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.36.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.36.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.36.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.37.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.37.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.38.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.38.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.38.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.38.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.39.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.39.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.40.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.40.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.40.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.40.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.41.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.41.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.42.mixer.q_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.42.mixer.k_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.42.mixer.v_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.42.mixer.o_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.43.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.43.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.43.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.43.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.44.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.44.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.45.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.45.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.45.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.45.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.46.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.46.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.47.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.47.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.47.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.47.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.48.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.48.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.49.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.49.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.49.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.49.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.50.mixer.in_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.50.mixer.out_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.51.mixer.switch_mlp.fc1": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.51.mixer.switch_mlp.fc2": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.51.mixer.shared_experts.up_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
},
"backbone.layers.51.mixer.shared_experts.down_proj": {
"group_size": 32,
"bits": 4,
"mode": "mxfp4"
}
},
"rescale_prenorm_residual": true,
"residual_in_fp32": false,
"rope_theta": 10000,
"routed_scaling_factor": 2.5,
"sliding_window": null,
"ssm_state_size": 128,
"tie_word_embeddings": false,
"time_step_floor": 0.0001,
"time_step_max": 0.1,
"time_step_min": 0.001,
"topk_group": 1,
"transformers_version": "4.57.6",
"use_bias": false,
"use_cache": true,
"use_conv_bias": true,
"use_mamba_kernels": true,
"vocab_size": 131072
}