{ "architecture": "solar_open2", "buffer_values": 15360, "config_sha256": "fb6428ba165af1ace1d98f9170f6bafce061347593a94bd16b4b8aa3d6fe09f9", "family_tensor_counts": { "gqa_projection": 60, "kda_matrix_projection": 324, "kda_small_control_norm_conv": 216, "lm_head": 1, "norm": 97, "routed_expert_down": 15360, "routed_expert_gate": 15360, "routed_expert_up": 15360, "router_control": 96, "shared_expert": 144, "token_embedding": 1 }, "gqa": { "head_dim": 128, "kv_heads": 8, "output_gate": true, "query_heads": 64, "use_rope": false }, "gqa_layers": [ 0, 4, 8, 12, 16, 20, 24, 28, 32, 36, 40, 44 ], "kda": { "allow_negative_eigenvalue": true, "gate_equation": "g=-exp(A_log)*softplus(g_raw+dt_bias), clamped at -5", "head_dim": 128, "heads": 64, "short_conv_kernel": 4, "source": "upstageAI/transformers modular_solar_open2.py", "state_equation": "S_t=exp(g_t)*S_(t-1)+k_t*(beta_t*(v_t-S_decay^T*k_t))^T", "use_full_proj": false }, "kda_layers": [ 1, 2, 3, 5, 6, 7, 9, 10, 11, 13, 14, 15, 17, 18, 19, 21, 22, 23, 25, 26, 27, 29, 30, 31, 33, 34, 35, 37, 38, 39, 41, 42, 43, 45, 46, 47 ], "layer_schedule": [ "GQA", "KDA", "KDA", "KDA", "GQA", "KDA", "KDA", "KDA", "GQA", "KDA", "KDA", "KDA", "GQA", "KDA", "KDA", "KDA", "GQA", "KDA", "KDA", "KDA", "GQA", "KDA", "KDA", "KDA", "GQA", "KDA", "KDA", "KDA", "GQA", "KDA", "KDA", "KDA", "GQA", "KDA", "KDA", "KDA", "GQA", "KDA", "KDA", "KDA", "GQA", "KDA", "KDA", "KDA", "GQA", "KDA", "KDA", "KDA" ], "layers": 48, "moe": { "normalize_topk_weights": true, "routed_experts": 320, "routed_scaling_factor": 1.0, "routed_width": 1280, "router_activation": "sigmoid", "shared_experts": 1, "top_k": 8 }, "normalized_tensor_patterns": { "lm_head.weight": 1, "model.embed_tokens.weight": 1, "model.layers.{layer}.input_layernorm.weight": 48, "model.layers.{layer}.mlp.experts.{expert}.down_proj.weight": 15360, "model.layers.{layer}.mlp.experts.{expert}.gate_proj.weight": 15360, "model.layers.{layer}.mlp.experts.{expert}.up_proj.weight": 15360, "model.layers.{layer}.mlp.gate.e_score_correction_bias": 48, "model.layers.{layer}.mlp.gate.weight": 48, "model.layers.{layer}.mlp.shared_experts.down_proj.weight": 48, "model.layers.{layer}.mlp.shared_experts.gate_proj.weight": 48, "model.layers.{layer}.mlp.shared_experts.up_proj.weight": 48, "model.layers.{layer}.post_attention_layernorm.weight": 48, "model.layers.{layer}.self_attn.A_log": 36, "model.layers.{layer}.self_attn.b_proj.weight": 36, "model.layers.{layer}.self_attn.dt_bias": 36, "model.layers.{layer}.self_attn.f_a_proj.weight": 36, "model.layers.{layer}.self_attn.f_b_proj.weight": 36, "model.layers.{layer}.self_attn.g_a_proj.weight": 36, "model.layers.{layer}.self_attn.g_b_proj.weight": 36, "model.layers.{layer}.self_attn.g_proj.weight": 12, "model.layers.{layer}.self_attn.k_conv1d.weight": 36, "model.layers.{layer}.self_attn.k_proj.weight": 48, "model.layers.{layer}.self_attn.o_norm.weight": 36, "model.layers.{layer}.self_attn.o_proj.weight": 48, "model.layers.{layer}.self_attn.q_conv1d.weight": 36, "model.layers.{layer}.self_attn.q_proj.weight": 48, "model.layers.{layer}.self_attn.v_conv1d.weight": 36, "model.layers.{layer}.self_attn.v_proj.weight": 48, "model.norm.weight": 1 }, "schema_version": 1, "source": { "repo": "upstage/Solar-Open2-250B", "revision": "9190fbe63a2ad8e17fc766ccceb36de7c66f004b" }, "source_dtype_counts": { "BF16": 46971, "F32": 48 }, "stored_values": 250287810304, "tensor_count": 47019, "tensor_header_sha256": "97281a0595ceeeec8c7579b8a384b9d5c35a4e5956e16b1b96cb690bd63c7f58", "trainable_parameters": 250287794944, "validation": { "errors": [], "ok": true, "warnings": [ "pilot projection 97.76 GiB exceeds the 92 GiB artifact gate; pilot is an inventory/loadability artifact and must not be published as the capacity candidate" ] } }