endnai's picture
W4A8 config/recipe + investigation model card (weights identical to base)
ca92d50 verified
Raw
History Blame
45.4 kB
{
"architectures": [
"DeepseekV4ForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 0,
"compress_rates": {
"compressed_sparse_attention": 4,
"heavily_compressed_attention": 128
},
"compress_rope_theta": 160000,
"dtype": "bfloat16",
"eos_token_id": 1,
"expert_dtype": "bf16",
"hc_eps": 1e-06,
"hc_mult": 4,
"hc_sinkhorn_iters": 20,
"head_dim": 512,
"hidden_act": "silu",
"hidden_size": 4096,
"index_head_dim": 128,
"index_n_heads": 64,
"index_topk": 512,
"initializer_range": 0.02,
"layer_types": [
"sliding_attention",
"sliding_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention",
"heavily_compressed_attention",
"compressed_sparse_attention"
],
"max_position_embeddings": 1048576,
"mlp_bias": false,
"mlp_layer_types": [
"hash_moe",
"hash_moe",
"hash_moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe",
"moe"
],
"model_type": "deepseek_v4",
"moe_intermediate_size": 2048,
"n_routed_experts": 256,
"n_shared_experts": 1,
"norm_topk_prob": true,
"num_attention_heads": 64,
"num_experts_per_tok": 6,
"num_hidden_layers": 43,
"num_key_value_heads": 1,
"num_nextn_predict_layers": 1,
"o_groups": 8,
"o_lora_rank": 1024,
"output_router_logits": false,
"pad_token_id": null,
"partial_rotary_factor": 0.125,
"q_lora_rank": 1024,
"qk_rope_head_dim": 64,
"quantization_config": {
"config_groups": {
"group_0": {
"format": "float-quantized",
"input_activations": {
"actorder": null,
"block_structure": null,
"dynamic": true,
"group_size": 128,
"num_bits": 8,
"observer": null,
"observer_kwargs": {},
"scale_dtype": null,
"strategy": "group",
"symmetric": true,
"type": "float",
"zp_dtype": null
},
"output_activations": null,
"targets": [
"re:.*attn\\.(wq_a|wq_b|wkv|wo_a|wo_b|fused_wqa_wkv|q_a_proj|q_b_proj|kv_proj|o_a_proj|o_b_proj)$"
],
"weights": {
"actorder": null,
"block_structure": [
128,
128
],
"dynamic": false,
"group_size": null,
"num_bits": 8,
"observer": "memoryless_minmax",
"observer_kwargs": {},
"scale_dtype": null,
"strategy": "block",
"symmetric": true,
"type": "float",
"zp_dtype": null
}
},
"group_1": {
"format": "pack-quantized",
"input_activations": {
"num_bits": 8,
"type": "float",
"strategy": "token",
"dynamic": true,
"symmetric": true,
"group_size": null,
"block_structure": null,
"actorder": null,
"observer": null,
"observer_kwargs": {},
"scale_dtype": null,
"zp_dtype": null
},
"output_activations": null,
"targets": [
"re:.*experts\\.\\d+\\.(w1|w2|w3|gate_proj|up_proj|down_proj|gate_up_proj)$"
],
"weights": {
"actorder": "static",
"block_structure": null,
"dynamic": false,
"group_size": 128,
"num_bits": 4,
"observer": "memoryless_minmax",
"observer_kwargs": {},
"scale_dtype": null,
"strategy": "group",
"symmetric": true,
"type": "int",
"zp_dtype": null
}
}
},
"format": "mixed-precision",
"global_compression_ratio": null,
"ignore": [
"layers.0.ffn.shared_experts.w1",
"layers.0.ffn.shared_experts.w2",
"layers.0.ffn.shared_experts.w3",
"layers.1.ffn.shared_experts.w1",
"layers.1.ffn.shared_experts.w2",
"layers.1.ffn.shared_experts.w3",
"layers.2.ffn.shared_experts.w1",
"layers.2.ffn.shared_experts.w2",
"layers.2.ffn.shared_experts.w3",
"layers.3.ffn.shared_experts.w1",
"layers.3.ffn.shared_experts.w2",
"layers.3.ffn.shared_experts.w3",
"layers.4.ffn.shared_experts.w1",
"layers.4.ffn.shared_experts.w2",
"layers.4.ffn.shared_experts.w3",
"layers.5.ffn.shared_experts.w1",
"layers.5.ffn.shared_experts.w2",
"layers.5.ffn.shared_experts.w3",
"layers.6.ffn.shared_experts.w1",
"layers.6.ffn.shared_experts.w2",
"layers.6.ffn.shared_experts.w3",
"layers.7.ffn.shared_experts.w1",
"layers.7.ffn.shared_experts.w2",
"layers.7.ffn.shared_experts.w3",
"layers.8.ffn.shared_experts.w1",
"layers.8.ffn.shared_experts.w2",
"layers.8.ffn.shared_experts.w3",
"layers.9.ffn.shared_experts.w1",
"layers.9.ffn.shared_experts.w2",
"layers.9.ffn.shared_experts.w3",
"layers.10.ffn.shared_experts.w1",
"layers.10.ffn.shared_experts.w2",
"layers.10.ffn.shared_experts.w3",
"layers.11.ffn.shared_experts.w1",
"layers.11.ffn.shared_experts.w2",
"layers.11.ffn.shared_experts.w3",
"layers.12.ffn.shared_experts.w1",
"layers.12.ffn.shared_experts.w2",
"layers.12.ffn.shared_experts.w3",
"layers.13.ffn.shared_experts.w1",
"layers.13.ffn.shared_experts.w2",
"layers.13.ffn.shared_experts.w3",
"layers.14.ffn.shared_experts.w1",
"layers.14.ffn.shared_experts.w2",
"layers.14.ffn.shared_experts.w3",
"layers.15.ffn.shared_experts.w1",
"layers.15.ffn.shared_experts.w2",
"layers.15.ffn.shared_experts.w3",
"layers.16.ffn.shared_experts.w1",
"layers.16.ffn.shared_experts.w2",
"layers.16.ffn.shared_experts.w3",
"layers.17.ffn.shared_experts.w1",
"layers.17.ffn.shared_experts.w2",
"layers.17.ffn.shared_experts.w3",
"layers.18.ffn.shared_experts.w1",
"layers.18.ffn.shared_experts.w2",
"layers.18.ffn.shared_experts.w3",
"layers.19.ffn.shared_experts.w1",
"layers.19.ffn.shared_experts.w2",
"layers.19.ffn.shared_experts.w3",
"layers.20.ffn.shared_experts.w1",
"layers.20.ffn.shared_experts.w2",
"layers.20.ffn.shared_experts.w3",
"layers.21.ffn.shared_experts.w1",
"layers.21.ffn.shared_experts.w2",
"layers.21.ffn.shared_experts.w3",
"layers.22.ffn.shared_experts.w1",
"layers.22.ffn.shared_experts.w2",
"layers.22.ffn.shared_experts.w3",
"layers.23.ffn.shared_experts.w1",
"layers.23.ffn.shared_experts.w2",
"layers.23.ffn.shared_experts.w3",
"layers.24.ffn.shared_experts.w1",
"layers.24.ffn.shared_experts.w2",
"layers.24.ffn.shared_experts.w3",
"layers.25.ffn.shared_experts.w1",
"layers.25.ffn.shared_experts.w2",
"layers.25.ffn.shared_experts.w3",
"layers.26.ffn.shared_experts.w1",
"layers.26.ffn.shared_experts.w2",
"layers.26.ffn.shared_experts.w3",
"layers.27.ffn.shared_experts.w1",
"layers.27.ffn.shared_experts.w2",
"layers.27.ffn.shared_experts.w3",
"layers.28.ffn.shared_experts.w1",
"layers.28.ffn.shared_experts.w2",
"layers.28.ffn.shared_experts.w3",
"layers.29.ffn.shared_experts.w1",
"layers.29.ffn.shared_experts.w2",
"layers.29.ffn.shared_experts.w3",
"layers.30.ffn.shared_experts.w1",
"layers.30.ffn.shared_experts.w2",
"layers.30.ffn.shared_experts.w3",
"layers.31.ffn.shared_experts.w1",
"layers.31.ffn.shared_experts.w2",
"layers.31.ffn.shared_experts.w3",
"layers.32.ffn.shared_experts.w1",
"layers.32.ffn.shared_experts.w2",
"layers.32.ffn.shared_experts.w3",
"layers.33.ffn.shared_experts.w1",
"layers.33.ffn.shared_experts.w2",
"layers.33.ffn.shared_experts.w3",
"layers.34.ffn.shared_experts.w1",
"layers.34.ffn.shared_experts.w2",
"layers.34.ffn.shared_experts.w3",
"layers.35.ffn.shared_experts.w1",
"layers.35.ffn.shared_experts.w2",
"layers.35.ffn.shared_experts.w3",
"layers.36.ffn.shared_experts.w1",
"layers.36.ffn.shared_experts.w2",
"layers.36.ffn.shared_experts.w3",
"layers.37.ffn.shared_experts.w1",
"layers.37.ffn.shared_experts.w2",
"layers.37.ffn.shared_experts.w3",
"layers.38.ffn.shared_experts.w1",
"layers.38.ffn.shared_experts.w2",
"layers.38.ffn.shared_experts.w3",
"layers.39.ffn.shared_experts.w1",
"layers.39.ffn.shared_experts.w2",
"layers.39.ffn.shared_experts.w3",
"layers.40.ffn.shared_experts.w1",
"layers.40.ffn.shared_experts.w2",
"layers.40.ffn.shared_experts.w3",
"layers.41.ffn.shared_experts.w1",
"layers.41.ffn.shared_experts.w2",
"layers.41.ffn.shared_experts.w3",
"layers.42.ffn.shared_experts.w1",
"layers.42.ffn.shared_experts.w2",
"layers.42.ffn.shared_experts.w3",
"re:^layers\\.43\\.",
"re:^model\\.layers\\.43\\.",
"lm_head",
"layers.0.attn.compressor.wgate",
"layers.0.attn.compressor.wkv",
"layers.0.attn.compressor.fused_wkv_wgate",
"layers.0.attn.compressor.gate_proj",
"layers.0.attn.compressor.kv_proj",
"layers.0.attn.indexer.weights_proj",
"layers.0.attn.indexer.wq_b",
"layers.0.attn.indexer.q_b_proj",
"layers.0.attn.indexer.compressor.wgate",
"layers.0.attn.indexer.compressor.wkv",
"layers.0.attn.indexer.compressor.gate_proj",
"layers.0.attn.indexer.compressor.kv_proj",
"layers.1.attn.compressor.wgate",
"layers.1.attn.compressor.wkv",
"layers.1.attn.compressor.fused_wkv_wgate",
"layers.1.attn.compressor.gate_proj",
"layers.1.attn.compressor.kv_proj",
"layers.1.attn.indexer.weights_proj",
"layers.1.attn.indexer.wq_b",
"layers.1.attn.indexer.q_b_proj",
"layers.1.attn.indexer.compressor.wgate",
"layers.1.attn.indexer.compressor.wkv",
"layers.1.attn.indexer.compressor.gate_proj",
"layers.1.attn.indexer.compressor.kv_proj",
"layers.2.attn.compressor.wgate",
"layers.2.attn.compressor.wkv",
"layers.2.attn.compressor.fused_wkv_wgate",
"layers.2.attn.compressor.gate_proj",
"layers.2.attn.compressor.kv_proj",
"layers.2.attn.indexer.weights_proj",
"layers.2.attn.indexer.wq_b",
"layers.2.attn.indexer.q_b_proj",
"layers.2.attn.indexer.compressor.wgate",
"layers.2.attn.indexer.compressor.wkv",
"layers.2.attn.indexer.compressor.gate_proj",
"layers.2.attn.indexer.compressor.kv_proj",
"layers.3.attn.compressor.wgate",
"layers.3.attn.compressor.wkv",
"layers.3.attn.compressor.fused_wkv_wgate",
"layers.3.attn.compressor.gate_proj",
"layers.3.attn.compressor.kv_proj",
"layers.3.attn.indexer.weights_proj",
"layers.3.attn.indexer.wq_b",
"layers.3.attn.indexer.q_b_proj",
"layers.3.attn.indexer.compressor.wgate",
"layers.3.attn.indexer.compressor.wkv",
"layers.3.attn.indexer.compressor.gate_proj",
"layers.3.attn.indexer.compressor.kv_proj",
"layers.4.attn.compressor.wgate",
"layers.4.attn.compressor.wkv",
"layers.4.attn.compressor.fused_wkv_wgate",
"layers.4.attn.compressor.gate_proj",
"layers.4.attn.compressor.kv_proj",
"layers.4.attn.indexer.weights_proj",
"layers.4.attn.indexer.wq_b",
"layers.4.attn.indexer.q_b_proj",
"layers.4.attn.indexer.compressor.wgate",
"layers.4.attn.indexer.compressor.wkv",
"layers.4.attn.indexer.compressor.gate_proj",
"layers.4.attn.indexer.compressor.kv_proj",
"layers.5.attn.compressor.wgate",
"layers.5.attn.compressor.wkv",
"layers.5.attn.compressor.fused_wkv_wgate",
"layers.5.attn.compressor.gate_proj",
"layers.5.attn.compressor.kv_proj",
"layers.5.attn.indexer.weights_proj",
"layers.5.attn.indexer.wq_b",
"layers.5.attn.indexer.q_b_proj",
"layers.5.attn.indexer.compressor.wgate",
"layers.5.attn.indexer.compressor.wkv",
"layers.5.attn.indexer.compressor.gate_proj",
"layers.5.attn.indexer.compressor.kv_proj",
"layers.6.attn.compressor.wgate",
"layers.6.attn.compressor.wkv",
"layers.6.attn.compressor.fused_wkv_wgate",
"layers.6.attn.compressor.gate_proj",
"layers.6.attn.compressor.kv_proj",
"layers.6.attn.indexer.weights_proj",
"layers.6.attn.indexer.wq_b",
"layers.6.attn.indexer.q_b_proj",
"layers.6.attn.indexer.compressor.wgate",
"layers.6.attn.indexer.compressor.wkv",
"layers.6.attn.indexer.compressor.gate_proj",
"layers.6.attn.indexer.compressor.kv_proj",
"layers.7.attn.compressor.wgate",
"layers.7.attn.compressor.wkv",
"layers.7.attn.compressor.fused_wkv_wgate",
"layers.7.attn.compressor.gate_proj",
"layers.7.attn.compressor.kv_proj",
"layers.7.attn.indexer.weights_proj",
"layers.7.attn.indexer.wq_b",
"layers.7.attn.indexer.q_b_proj",
"layers.7.attn.indexer.compressor.wgate",
"layers.7.attn.indexer.compressor.wkv",
"layers.7.attn.indexer.compressor.gate_proj",
"layers.7.attn.indexer.compressor.kv_proj",
"layers.8.attn.compressor.wgate",
"layers.8.attn.compressor.wkv",
"layers.8.attn.compressor.fused_wkv_wgate",
"layers.8.attn.compressor.gate_proj",
"layers.8.attn.compressor.kv_proj",
"layers.8.attn.indexer.weights_proj",
"layers.8.attn.indexer.wq_b",
"layers.8.attn.indexer.q_b_proj",
"layers.8.attn.indexer.compressor.wgate",
"layers.8.attn.indexer.compressor.wkv",
"layers.8.attn.indexer.compressor.gate_proj",
"layers.8.attn.indexer.compressor.kv_proj",
"layers.9.attn.compressor.wgate",
"layers.9.attn.compressor.wkv",
"layers.9.attn.compressor.fused_wkv_wgate",
"layers.9.attn.compressor.gate_proj",
"layers.9.attn.compressor.kv_proj",
"layers.9.attn.indexer.weights_proj",
"layers.9.attn.indexer.wq_b",
"layers.9.attn.indexer.q_b_proj",
"layers.9.attn.indexer.compressor.wgate",
"layers.9.attn.indexer.compressor.wkv",
"layers.9.attn.indexer.compressor.gate_proj",
"layers.9.attn.indexer.compressor.kv_proj",
"layers.10.attn.compressor.wgate",
"layers.10.attn.compressor.wkv",
"layers.10.attn.compressor.fused_wkv_wgate",
"layers.10.attn.compressor.gate_proj",
"layers.10.attn.compressor.kv_proj",
"layers.10.attn.indexer.weights_proj",
"layers.10.attn.indexer.wq_b",
"layers.10.attn.indexer.q_b_proj",
"layers.10.attn.indexer.compressor.wgate",
"layers.10.attn.indexer.compressor.wkv",
"layers.10.attn.indexer.compressor.gate_proj",
"layers.10.attn.indexer.compressor.kv_proj",
"layers.11.attn.compressor.wgate",
"layers.11.attn.compressor.wkv",
"layers.11.attn.compressor.fused_wkv_wgate",
"layers.11.attn.compressor.gate_proj",
"layers.11.attn.compressor.kv_proj",
"layers.11.attn.indexer.weights_proj",
"layers.11.attn.indexer.wq_b",
"layers.11.attn.indexer.q_b_proj",
"layers.11.attn.indexer.compressor.wgate",
"layers.11.attn.indexer.compressor.wkv",
"layers.11.attn.indexer.compressor.gate_proj",
"layers.11.attn.indexer.compressor.kv_proj",
"layers.12.attn.compressor.wgate",
"layers.12.attn.compressor.wkv",
"layers.12.attn.compressor.fused_wkv_wgate",
"layers.12.attn.compressor.gate_proj",
"layers.12.attn.compressor.kv_proj",
"layers.12.attn.indexer.weights_proj",
"layers.12.attn.indexer.wq_b",
"layers.12.attn.indexer.q_b_proj",
"layers.12.attn.indexer.compressor.wgate",
"layers.12.attn.indexer.compressor.wkv",
"layers.12.attn.indexer.compressor.gate_proj",
"layers.12.attn.indexer.compressor.kv_proj",
"layers.13.attn.compressor.wgate",
"layers.13.attn.compressor.wkv",
"layers.13.attn.compressor.fused_wkv_wgate",
"layers.13.attn.compressor.gate_proj",
"layers.13.attn.compressor.kv_proj",
"layers.13.attn.indexer.weights_proj",
"layers.13.attn.indexer.wq_b",
"layers.13.attn.indexer.q_b_proj",
"layers.13.attn.indexer.compressor.wgate",
"layers.13.attn.indexer.compressor.wkv",
"layers.13.attn.indexer.compressor.gate_proj",
"layers.13.attn.indexer.compressor.kv_proj",
"layers.14.attn.compressor.wgate",
"layers.14.attn.compressor.wkv",
"layers.14.attn.compressor.fused_wkv_wgate",
"layers.14.attn.compressor.gate_proj",
"layers.14.attn.compressor.kv_proj",
"layers.14.attn.indexer.weights_proj",
"layers.14.attn.indexer.wq_b",
"layers.14.attn.indexer.q_b_proj",
"layers.14.attn.indexer.compressor.wgate",
"layers.14.attn.indexer.compressor.wkv",
"layers.14.attn.indexer.compressor.gate_proj",
"layers.14.attn.indexer.compressor.kv_proj",
"layers.15.attn.compressor.wgate",
"layers.15.attn.compressor.wkv",
"layers.15.attn.compressor.fused_wkv_wgate",
"layers.15.attn.compressor.gate_proj",
"layers.15.attn.compressor.kv_proj",
"layers.15.attn.indexer.weights_proj",
"layers.15.attn.indexer.wq_b",
"layers.15.attn.indexer.q_b_proj",
"layers.15.attn.indexer.compressor.wgate",
"layers.15.attn.indexer.compressor.wkv",
"layers.15.attn.indexer.compressor.gate_proj",
"layers.15.attn.indexer.compressor.kv_proj",
"layers.16.attn.compressor.wgate",
"layers.16.attn.compressor.wkv",
"layers.16.attn.compressor.fused_wkv_wgate",
"layers.16.attn.compressor.gate_proj",
"layers.16.attn.compressor.kv_proj",
"layers.16.attn.indexer.weights_proj",
"layers.16.attn.indexer.wq_b",
"layers.16.attn.indexer.q_b_proj",
"layers.16.attn.indexer.compressor.wgate",
"layers.16.attn.indexer.compressor.wkv",
"layers.16.attn.indexer.compressor.gate_proj",
"layers.16.attn.indexer.compressor.kv_proj",
"layers.17.attn.compressor.wgate",
"layers.17.attn.compressor.wkv",
"layers.17.attn.compressor.fused_wkv_wgate",
"layers.17.attn.compressor.gate_proj",
"layers.17.attn.compressor.kv_proj",
"layers.17.attn.indexer.weights_proj",
"layers.17.attn.indexer.wq_b",
"layers.17.attn.indexer.q_b_proj",
"layers.17.attn.indexer.compressor.wgate",
"layers.17.attn.indexer.compressor.wkv",
"layers.17.attn.indexer.compressor.gate_proj",
"layers.17.attn.indexer.compressor.kv_proj",
"layers.18.attn.compressor.wgate",
"layers.18.attn.compressor.wkv",
"layers.18.attn.compressor.fused_wkv_wgate",
"layers.18.attn.compressor.gate_proj",
"layers.18.attn.compressor.kv_proj",
"layers.18.attn.indexer.weights_proj",
"layers.18.attn.indexer.wq_b",
"layers.18.attn.indexer.q_b_proj",
"layers.18.attn.indexer.compressor.wgate",
"layers.18.attn.indexer.compressor.wkv",
"layers.18.attn.indexer.compressor.gate_proj",
"layers.18.attn.indexer.compressor.kv_proj",
"layers.19.attn.compressor.wgate",
"layers.19.attn.compressor.wkv",
"layers.19.attn.compressor.fused_wkv_wgate",
"layers.19.attn.compressor.gate_proj",
"layers.19.attn.compressor.kv_proj",
"layers.19.attn.indexer.weights_proj",
"layers.19.attn.indexer.wq_b",
"layers.19.attn.indexer.q_b_proj",
"layers.19.attn.indexer.compressor.wgate",
"layers.19.attn.indexer.compressor.wkv",
"layers.19.attn.indexer.compressor.gate_proj",
"layers.19.attn.indexer.compressor.kv_proj",
"layers.20.attn.compressor.wgate",
"layers.20.attn.compressor.wkv",
"layers.20.attn.compressor.fused_wkv_wgate",
"layers.20.attn.compressor.gate_proj",
"layers.20.attn.compressor.kv_proj",
"layers.20.attn.indexer.weights_proj",
"layers.20.attn.indexer.wq_b",
"layers.20.attn.indexer.q_b_proj",
"layers.20.attn.indexer.compressor.wgate",
"layers.20.attn.indexer.compressor.wkv",
"layers.20.attn.indexer.compressor.gate_proj",
"layers.20.attn.indexer.compressor.kv_proj",
"layers.21.attn.compressor.wgate",
"layers.21.attn.compressor.wkv",
"layers.21.attn.compressor.fused_wkv_wgate",
"layers.21.attn.compressor.gate_proj",
"layers.21.attn.compressor.kv_proj",
"layers.21.attn.indexer.weights_proj",
"layers.21.attn.indexer.wq_b",
"layers.21.attn.indexer.q_b_proj",
"layers.21.attn.indexer.compressor.wgate",
"layers.21.attn.indexer.compressor.wkv",
"layers.21.attn.indexer.compressor.gate_proj",
"layers.21.attn.indexer.compressor.kv_proj",
"layers.22.attn.compressor.wgate",
"layers.22.attn.compressor.wkv",
"layers.22.attn.compressor.fused_wkv_wgate",
"layers.22.attn.compressor.gate_proj",
"layers.22.attn.compressor.kv_proj",
"layers.22.attn.indexer.weights_proj",
"layers.22.attn.indexer.wq_b",
"layers.22.attn.indexer.q_b_proj",
"layers.22.attn.indexer.compressor.wgate",
"layers.22.attn.indexer.compressor.wkv",
"layers.22.attn.indexer.compressor.gate_proj",
"layers.22.attn.indexer.compressor.kv_proj",
"layers.23.attn.compressor.wgate",
"layers.23.attn.compressor.wkv",
"layers.23.attn.compressor.fused_wkv_wgate",
"layers.23.attn.compressor.gate_proj",
"layers.23.attn.compressor.kv_proj",
"layers.23.attn.indexer.weights_proj",
"layers.23.attn.indexer.wq_b",
"layers.23.attn.indexer.q_b_proj",
"layers.23.attn.indexer.compressor.wgate",
"layers.23.attn.indexer.compressor.wkv",
"layers.23.attn.indexer.compressor.gate_proj",
"layers.23.attn.indexer.compressor.kv_proj",
"layers.24.attn.compressor.wgate",
"layers.24.attn.compressor.wkv",
"layers.24.attn.compressor.fused_wkv_wgate",
"layers.24.attn.compressor.gate_proj",
"layers.24.attn.compressor.kv_proj",
"layers.24.attn.indexer.weights_proj",
"layers.24.attn.indexer.wq_b",
"layers.24.attn.indexer.q_b_proj",
"layers.24.attn.indexer.compressor.wgate",
"layers.24.attn.indexer.compressor.wkv",
"layers.24.attn.indexer.compressor.gate_proj",
"layers.24.attn.indexer.compressor.kv_proj",
"layers.25.attn.compressor.wgate",
"layers.25.attn.compressor.wkv",
"layers.25.attn.compressor.fused_wkv_wgate",
"layers.25.attn.compressor.gate_proj",
"layers.25.attn.compressor.kv_proj",
"layers.25.attn.indexer.weights_proj",
"layers.25.attn.indexer.wq_b",
"layers.25.attn.indexer.q_b_proj",
"layers.25.attn.indexer.compressor.wgate",
"layers.25.attn.indexer.compressor.wkv",
"layers.25.attn.indexer.compressor.gate_proj",
"layers.25.attn.indexer.compressor.kv_proj",
"layers.26.attn.compressor.wgate",
"layers.26.attn.compressor.wkv",
"layers.26.attn.compressor.fused_wkv_wgate",
"layers.26.attn.compressor.gate_proj",
"layers.26.attn.compressor.kv_proj",
"layers.26.attn.indexer.weights_proj",
"layers.26.attn.indexer.wq_b",
"layers.26.attn.indexer.q_b_proj",
"layers.26.attn.indexer.compressor.wgate",
"layers.26.attn.indexer.compressor.wkv",
"layers.26.attn.indexer.compressor.gate_proj",
"layers.26.attn.indexer.compressor.kv_proj",
"layers.27.attn.compressor.wgate",
"layers.27.attn.compressor.wkv",
"layers.27.attn.compressor.fused_wkv_wgate",
"layers.27.attn.compressor.gate_proj",
"layers.27.attn.compressor.kv_proj",
"layers.27.attn.indexer.weights_proj",
"layers.27.attn.indexer.wq_b",
"layers.27.attn.indexer.q_b_proj",
"layers.27.attn.indexer.compressor.wgate",
"layers.27.attn.indexer.compressor.wkv",
"layers.27.attn.indexer.compressor.gate_proj",
"layers.27.attn.indexer.compressor.kv_proj",
"layers.28.attn.compressor.wgate",
"layers.28.attn.compressor.wkv",
"layers.28.attn.compressor.fused_wkv_wgate",
"layers.28.attn.compressor.gate_proj",
"layers.28.attn.compressor.kv_proj",
"layers.28.attn.indexer.weights_proj",
"layers.28.attn.indexer.wq_b",
"layers.28.attn.indexer.q_b_proj",
"layers.28.attn.indexer.compressor.wgate",
"layers.28.attn.indexer.compressor.wkv",
"layers.28.attn.indexer.compressor.gate_proj",
"layers.28.attn.indexer.compressor.kv_proj",
"layers.29.attn.compressor.wgate",
"layers.29.attn.compressor.wkv",
"layers.29.attn.compressor.fused_wkv_wgate",
"layers.29.attn.compressor.gate_proj",
"layers.29.attn.compressor.kv_proj",
"layers.29.attn.indexer.weights_proj",
"layers.29.attn.indexer.wq_b",
"layers.29.attn.indexer.q_b_proj",
"layers.29.attn.indexer.compressor.wgate",
"layers.29.attn.indexer.compressor.wkv",
"layers.29.attn.indexer.compressor.gate_proj",
"layers.29.attn.indexer.compressor.kv_proj",
"layers.30.attn.compressor.wgate",
"layers.30.attn.compressor.wkv",
"layers.30.attn.compressor.fused_wkv_wgate",
"layers.30.attn.compressor.gate_proj",
"layers.30.attn.compressor.kv_proj",
"layers.30.attn.indexer.weights_proj",
"layers.30.attn.indexer.wq_b",
"layers.30.attn.indexer.q_b_proj",
"layers.30.attn.indexer.compressor.wgate",
"layers.30.attn.indexer.compressor.wkv",
"layers.30.attn.indexer.compressor.gate_proj",
"layers.30.attn.indexer.compressor.kv_proj",
"layers.31.attn.compressor.wgate",
"layers.31.attn.compressor.wkv",
"layers.31.attn.compressor.fused_wkv_wgate",
"layers.31.attn.compressor.gate_proj",
"layers.31.attn.compressor.kv_proj",
"layers.31.attn.indexer.weights_proj",
"layers.31.attn.indexer.wq_b",
"layers.31.attn.indexer.q_b_proj",
"layers.31.attn.indexer.compressor.wgate",
"layers.31.attn.indexer.compressor.wkv",
"layers.31.attn.indexer.compressor.gate_proj",
"layers.31.attn.indexer.compressor.kv_proj",
"layers.32.attn.compressor.wgate",
"layers.32.attn.compressor.wkv",
"layers.32.attn.compressor.fused_wkv_wgate",
"layers.32.attn.compressor.gate_proj",
"layers.32.attn.compressor.kv_proj",
"layers.32.attn.indexer.weights_proj",
"layers.32.attn.indexer.wq_b",
"layers.32.attn.indexer.q_b_proj",
"layers.32.attn.indexer.compressor.wgate",
"layers.32.attn.indexer.compressor.wkv",
"layers.32.attn.indexer.compressor.gate_proj",
"layers.32.attn.indexer.compressor.kv_proj",
"layers.33.attn.compressor.wgate",
"layers.33.attn.compressor.wkv",
"layers.33.attn.compressor.fused_wkv_wgate",
"layers.33.attn.compressor.gate_proj",
"layers.33.attn.compressor.kv_proj",
"layers.33.attn.indexer.weights_proj",
"layers.33.attn.indexer.wq_b",
"layers.33.attn.indexer.q_b_proj",
"layers.33.attn.indexer.compressor.wgate",
"layers.33.attn.indexer.compressor.wkv",
"layers.33.attn.indexer.compressor.gate_proj",
"layers.33.attn.indexer.compressor.kv_proj",
"layers.34.attn.compressor.wgate",
"layers.34.attn.compressor.wkv",
"layers.34.attn.compressor.fused_wkv_wgate",
"layers.34.attn.compressor.gate_proj",
"layers.34.attn.compressor.kv_proj",
"layers.34.attn.indexer.weights_proj",
"layers.34.attn.indexer.wq_b",
"layers.34.attn.indexer.q_b_proj",
"layers.34.attn.indexer.compressor.wgate",
"layers.34.attn.indexer.compressor.wkv",
"layers.34.attn.indexer.compressor.gate_proj",
"layers.34.attn.indexer.compressor.kv_proj",
"layers.35.attn.compressor.wgate",
"layers.35.attn.compressor.wkv",
"layers.35.attn.compressor.fused_wkv_wgate",
"layers.35.attn.compressor.gate_proj",
"layers.35.attn.compressor.kv_proj",
"layers.35.attn.indexer.weights_proj",
"layers.35.attn.indexer.wq_b",
"layers.35.attn.indexer.q_b_proj",
"layers.35.attn.indexer.compressor.wgate",
"layers.35.attn.indexer.compressor.wkv",
"layers.35.attn.indexer.compressor.gate_proj",
"layers.35.attn.indexer.compressor.kv_proj",
"layers.36.attn.compressor.wgate",
"layers.36.attn.compressor.wkv",
"layers.36.attn.compressor.fused_wkv_wgate",
"layers.36.attn.compressor.gate_proj",
"layers.36.attn.compressor.kv_proj",
"layers.36.attn.indexer.weights_proj",
"layers.36.attn.indexer.wq_b",
"layers.36.attn.indexer.q_b_proj",
"layers.36.attn.indexer.compressor.wgate",
"layers.36.attn.indexer.compressor.wkv",
"layers.36.attn.indexer.compressor.gate_proj",
"layers.36.attn.indexer.compressor.kv_proj",
"layers.37.attn.compressor.wgate",
"layers.37.attn.compressor.wkv",
"layers.37.attn.compressor.fused_wkv_wgate",
"layers.37.attn.compressor.gate_proj",
"layers.37.attn.compressor.kv_proj",
"layers.37.attn.indexer.weights_proj",
"layers.37.attn.indexer.wq_b",
"layers.37.attn.indexer.q_b_proj",
"layers.37.attn.indexer.compressor.wgate",
"layers.37.attn.indexer.compressor.wkv",
"layers.37.attn.indexer.compressor.gate_proj",
"layers.37.attn.indexer.compressor.kv_proj",
"layers.38.attn.compressor.wgate",
"layers.38.attn.compressor.wkv",
"layers.38.attn.compressor.fused_wkv_wgate",
"layers.38.attn.compressor.gate_proj",
"layers.38.attn.compressor.kv_proj",
"layers.38.attn.indexer.weights_proj",
"layers.38.attn.indexer.wq_b",
"layers.38.attn.indexer.q_b_proj",
"layers.38.attn.indexer.compressor.wgate",
"layers.38.attn.indexer.compressor.wkv",
"layers.38.attn.indexer.compressor.gate_proj",
"layers.38.attn.indexer.compressor.kv_proj",
"layers.39.attn.compressor.wgate",
"layers.39.attn.compressor.wkv",
"layers.39.attn.compressor.fused_wkv_wgate",
"layers.39.attn.compressor.gate_proj",
"layers.39.attn.compressor.kv_proj",
"layers.39.attn.indexer.weights_proj",
"layers.39.attn.indexer.wq_b",
"layers.39.attn.indexer.q_b_proj",
"layers.39.attn.indexer.compressor.wgate",
"layers.39.attn.indexer.compressor.wkv",
"layers.39.attn.indexer.compressor.gate_proj",
"layers.39.attn.indexer.compressor.kv_proj",
"layers.40.attn.compressor.wgate",
"layers.40.attn.compressor.wkv",
"layers.40.attn.compressor.fused_wkv_wgate",
"layers.40.attn.compressor.gate_proj",
"layers.40.attn.compressor.kv_proj",
"layers.40.attn.indexer.weights_proj",
"layers.40.attn.indexer.wq_b",
"layers.40.attn.indexer.q_b_proj",
"layers.40.attn.indexer.compressor.wgate",
"layers.40.attn.indexer.compressor.wkv",
"layers.40.attn.indexer.compressor.gate_proj",
"layers.40.attn.indexer.compressor.kv_proj",
"layers.41.attn.compressor.wgate",
"layers.41.attn.compressor.wkv",
"layers.41.attn.compressor.fused_wkv_wgate",
"layers.41.attn.compressor.gate_proj",
"layers.41.attn.compressor.kv_proj",
"layers.41.attn.indexer.weights_proj",
"layers.41.attn.indexer.wq_b",
"layers.41.attn.indexer.q_b_proj",
"layers.41.attn.indexer.compressor.wgate",
"layers.41.attn.indexer.compressor.wkv",
"layers.41.attn.indexer.compressor.gate_proj",
"layers.41.attn.indexer.compressor.kv_proj",
"layers.42.attn.compressor.wgate",
"layers.42.attn.compressor.wkv",
"layers.42.attn.compressor.fused_wkv_wgate",
"layers.42.attn.compressor.gate_proj",
"layers.42.attn.compressor.kv_proj",
"layers.42.attn.indexer.weights_proj",
"layers.42.attn.indexer.wq_b",
"layers.42.attn.indexer.q_b_proj",
"layers.42.attn.indexer.compressor.wgate",
"layers.42.attn.indexer.compressor.wkv",
"layers.42.attn.indexer.compressor.gate_proj",
"layers.42.attn.indexer.compressor.kv_proj",
"layers.43.attn.compressor.wgate",
"layers.43.attn.compressor.wkv",
"layers.43.attn.compressor.fused_wkv_wgate",
"layers.43.attn.compressor.gate_proj",
"layers.43.attn.compressor.kv_proj",
"layers.43.attn.indexer.weights_proj",
"layers.43.attn.indexer.wq_b",
"layers.43.attn.indexer.q_b_proj",
"layers.43.attn.indexer.compressor.wgate",
"layers.43.attn.indexer.compressor.wkv",
"layers.43.attn.indexer.compressor.gate_proj",
"layers.43.attn.indexer.compressor.kv_proj",
"layers.44.attn.compressor.wgate",
"layers.44.attn.compressor.wkv",
"layers.44.attn.compressor.fused_wkv_wgate",
"layers.44.attn.compressor.gate_proj",
"layers.44.attn.compressor.kv_proj",
"layers.44.attn.indexer.weights_proj",
"layers.44.attn.indexer.wq_b",
"layers.44.attn.indexer.q_b_proj",
"layers.44.attn.indexer.compressor.wgate",
"layers.44.attn.indexer.compressor.wkv",
"layers.44.attn.indexer.compressor.gate_proj",
"layers.44.attn.indexer.compressor.kv_proj",
"layers.45.attn.compressor.wgate",
"layers.45.attn.compressor.wkv",
"layers.45.attn.compressor.fused_wkv_wgate",
"layers.45.attn.compressor.gate_proj",
"layers.45.attn.compressor.kv_proj",
"layers.45.attn.indexer.weights_proj",
"layers.45.attn.indexer.wq_b",
"layers.45.attn.indexer.q_b_proj",
"layers.45.attn.indexer.compressor.wgate",
"layers.45.attn.indexer.compressor.wkv",
"layers.45.attn.indexer.compressor.gate_proj",
"layers.45.attn.indexer.compressor.kv_proj",
"layers.46.attn.compressor.wgate",
"layers.46.attn.compressor.wkv",
"layers.46.attn.compressor.fused_wkv_wgate",
"layers.46.attn.compressor.gate_proj",
"layers.46.attn.compressor.kv_proj",
"layers.46.attn.indexer.weights_proj",
"layers.46.attn.indexer.wq_b",
"layers.46.attn.indexer.q_b_proj",
"layers.46.attn.indexer.compressor.wgate",
"layers.46.attn.indexer.compressor.wkv",
"layers.46.attn.indexer.compressor.gate_proj",
"layers.46.attn.indexer.compressor.kv_proj",
"layers.47.attn.compressor.wgate",
"layers.47.attn.compressor.wkv",
"layers.47.attn.compressor.fused_wkv_wgate",
"layers.47.attn.compressor.gate_proj",
"layers.47.attn.compressor.kv_proj",
"layers.47.attn.indexer.weights_proj",
"layers.47.attn.indexer.wq_b",
"layers.47.attn.indexer.q_b_proj",
"layers.47.attn.indexer.compressor.wgate",
"layers.47.attn.indexer.compressor.wkv",
"layers.47.attn.indexer.compressor.gate_proj",
"layers.47.attn.indexer.compressor.kv_proj",
"layers.48.attn.compressor.wgate",
"layers.48.attn.compressor.wkv",
"layers.48.attn.compressor.fused_wkv_wgate",
"layers.48.attn.compressor.gate_proj",
"layers.48.attn.compressor.kv_proj",
"layers.48.attn.indexer.weights_proj",
"layers.48.attn.indexer.wq_b",
"layers.48.attn.indexer.q_b_proj",
"layers.48.attn.indexer.compressor.wgate",
"layers.48.attn.indexer.compressor.wkv",
"layers.48.attn.indexer.compressor.gate_proj",
"layers.48.attn.indexer.compressor.kv_proj",
"layers.49.attn.compressor.wgate",
"layers.49.attn.compressor.wkv",
"layers.49.attn.compressor.fused_wkv_wgate",
"layers.49.attn.compressor.gate_proj",
"layers.49.attn.compressor.kv_proj",
"layers.49.attn.indexer.weights_proj",
"layers.49.attn.indexer.wq_b",
"layers.49.attn.indexer.q_b_proj",
"layers.49.attn.indexer.compressor.wgate",
"layers.49.attn.indexer.compressor.wkv",
"layers.49.attn.indexer.compressor.gate_proj",
"layers.49.attn.indexer.compressor.kv_proj",
"layers.50.attn.compressor.wgate",
"layers.50.attn.compressor.wkv",
"layers.50.attn.compressor.fused_wkv_wgate",
"layers.50.attn.compressor.gate_proj",
"layers.50.attn.compressor.kv_proj",
"layers.50.attn.indexer.weights_proj",
"layers.50.attn.indexer.wq_b",
"layers.50.attn.indexer.q_b_proj",
"layers.50.attn.indexer.compressor.wgate",
"layers.50.attn.indexer.compressor.wkv",
"layers.50.attn.indexer.compressor.gate_proj",
"layers.50.attn.indexer.compressor.kv_proj",
"layers.51.attn.compressor.wgate",
"layers.51.attn.compressor.wkv",
"layers.51.attn.compressor.fused_wkv_wgate",
"layers.51.attn.compressor.gate_proj",
"layers.51.attn.compressor.kv_proj",
"layers.51.attn.indexer.weights_proj",
"layers.51.attn.indexer.wq_b",
"layers.51.attn.indexer.q_b_proj",
"layers.51.attn.indexer.compressor.wgate",
"layers.51.attn.indexer.compressor.wkv",
"layers.51.attn.indexer.compressor.gate_proj",
"layers.51.attn.indexer.compressor.kv_proj",
"layers.52.attn.compressor.wgate",
"layers.52.attn.compressor.wkv",
"layers.52.attn.compressor.fused_wkv_wgate",
"layers.52.attn.compressor.gate_proj",
"layers.52.attn.compressor.kv_proj",
"layers.52.attn.indexer.weights_proj",
"layers.52.attn.indexer.wq_b",
"layers.52.attn.indexer.q_b_proj",
"layers.52.attn.indexer.compressor.wgate",
"layers.52.attn.indexer.compressor.wkv",
"layers.52.attn.indexer.compressor.gate_proj",
"layers.52.attn.indexer.compressor.kv_proj",
"layers.53.attn.compressor.wgate",
"layers.53.attn.compressor.wkv",
"layers.53.attn.compressor.fused_wkv_wgate",
"layers.53.attn.compressor.gate_proj",
"layers.53.attn.compressor.kv_proj",
"layers.53.attn.indexer.weights_proj",
"layers.53.attn.indexer.wq_b",
"layers.53.attn.indexer.q_b_proj",
"layers.53.attn.indexer.compressor.wgate",
"layers.53.attn.indexer.compressor.wkv",
"layers.53.attn.indexer.compressor.gate_proj",
"layers.53.attn.indexer.compressor.kv_proj",
"layers.54.attn.compressor.wgate",
"layers.54.attn.compressor.wkv",
"layers.54.attn.compressor.fused_wkv_wgate",
"layers.54.attn.compressor.gate_proj",
"layers.54.attn.compressor.kv_proj",
"layers.54.attn.indexer.weights_proj",
"layers.54.attn.indexer.wq_b",
"layers.54.attn.indexer.q_b_proj",
"layers.54.attn.indexer.compressor.wgate",
"layers.54.attn.indexer.compressor.wkv",
"layers.54.attn.indexer.compressor.gate_proj",
"layers.54.attn.indexer.compressor.kv_proj",
"layers.55.attn.compressor.wgate",
"layers.55.attn.compressor.wkv",
"layers.55.attn.compressor.fused_wkv_wgate",
"layers.55.attn.compressor.gate_proj",
"layers.55.attn.compressor.kv_proj",
"layers.55.attn.indexer.weights_proj",
"layers.55.attn.indexer.wq_b",
"layers.55.attn.indexer.q_b_proj",
"layers.55.attn.indexer.compressor.wgate",
"layers.55.attn.indexer.compressor.wkv",
"layers.55.attn.indexer.compressor.gate_proj",
"layers.55.attn.indexer.compressor.kv_proj",
"layers.56.attn.compressor.wgate",
"layers.56.attn.compressor.wkv",
"layers.56.attn.compressor.fused_wkv_wgate",
"layers.56.attn.compressor.gate_proj",
"layers.56.attn.compressor.kv_proj",
"layers.56.attn.indexer.weights_proj",
"layers.56.attn.indexer.wq_b",
"layers.56.attn.indexer.q_b_proj",
"layers.56.attn.indexer.compressor.wgate",
"layers.56.attn.indexer.compressor.wkv",
"layers.56.attn.indexer.compressor.gate_proj",
"layers.56.attn.indexer.compressor.kv_proj",
"layers.57.attn.compressor.wgate",
"layers.57.attn.compressor.wkv",
"layers.57.attn.compressor.fused_wkv_wgate",
"layers.57.attn.compressor.gate_proj",
"layers.57.attn.compressor.kv_proj",
"layers.57.attn.indexer.weights_proj",
"layers.57.attn.indexer.wq_b",
"layers.57.attn.indexer.q_b_proj",
"layers.57.attn.indexer.compressor.wgate",
"layers.57.attn.indexer.compressor.wkv",
"layers.57.attn.indexer.compressor.gate_proj",
"layers.57.attn.indexer.compressor.kv_proj",
"layers.58.attn.compressor.wgate",
"layers.58.attn.compressor.wkv",
"layers.58.attn.compressor.fused_wkv_wgate",
"layers.58.attn.compressor.gate_proj",
"layers.58.attn.compressor.kv_proj",
"layers.58.attn.indexer.weights_proj",
"layers.58.attn.indexer.wq_b",
"layers.58.attn.indexer.q_b_proj",
"layers.58.attn.indexer.compressor.wgate",
"layers.58.attn.indexer.compressor.wkv",
"layers.58.attn.indexer.compressor.gate_proj",
"layers.58.attn.indexer.compressor.kv_proj",
"layers.59.attn.compressor.wgate",
"layers.59.attn.compressor.wkv",
"layers.59.attn.compressor.fused_wkv_wgate",
"layers.59.attn.compressor.gate_proj",
"layers.59.attn.compressor.kv_proj",
"layers.59.attn.indexer.weights_proj",
"layers.59.attn.indexer.wq_b",
"layers.59.attn.indexer.q_b_proj",
"layers.59.attn.indexer.compressor.wgate",
"layers.59.attn.indexer.compressor.wkv",
"layers.59.attn.indexer.compressor.gate_proj",
"layers.59.attn.indexer.compressor.kv_proj",
"layers.60.attn.compressor.wgate",
"layers.60.attn.compressor.wkv",
"layers.60.attn.compressor.fused_wkv_wgate",
"layers.60.attn.compressor.gate_proj",
"layers.60.attn.compressor.kv_proj",
"layers.60.attn.indexer.weights_proj",
"layers.60.attn.indexer.wq_b",
"layers.60.attn.indexer.q_b_proj",
"layers.60.attn.indexer.compressor.wgate",
"layers.60.attn.indexer.compressor.wkv",
"layers.60.attn.indexer.compressor.gate_proj",
"layers.60.attn.indexer.compressor.kv_proj"
],
"kv_cache_scheme": null,
"quant_method": "compressed-tensors",
"quantization_status": "compressed",
"sparsity_config": {},
"transform_config": {},
"version": "0.15.1.a20260515",
"scale_fmt": "ue8m0"
},
"rms_norm_eps": 1e-06,
"rope_parameters": {
"compress": {
"attention_factor": 1.0,
"beta_fast": 32,
"beta_slow": 1,
"factor": 16,
"original_max_position_embeddings": 65536,
"partial_rotary_factor": 0.125,
"rope_theta": 160000,
"rope_type": "yarn",
"type": "yarn"
},
"main": {
"partial_rotary_factor": 0.125,
"rope_theta": 10000,
"rope_type": "default"
},
"partial_rotary_factor": 0.125,
"rope_theta": 10000,
"rope_type": "default"
},
"rope_theta": 10000,
"routed_scaling_factor": 1.5,
"router_aux_loss_coef": 0.001,
"router_jitter_noise": 0.0,
"scoring_func": "sqrtsoftplus",
"sliding_window": 128,
"swiglu_limit": 10.0,
"tie_word_embeddings": false,
"topk_method": "noaux_tc",
"transformers_version": "5.8.1",
"use_cache": true,
"vocab_size": 129280,
"compress_ratios": [
0,
0,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
128,
4,
0
],
"num_hash_layers": 3,
"rope_scaling": {
"beta_fast": 32,
"beta_slow": 1,
"factor": 16,
"original_max_position_embeddings": 65536,
"type": "yarn"
},
"torch_dtype": "bfloat16",
"_w4a8_conversion": "experts input_activations: null -> fp8 dynamic token (Claude/Evrard 2026-06-26)"
}