{ "architectures": [ "HYV3ForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 120000, "dtype": "bfloat16", "enable_attention_fp32_softmax": false, "enable_lm_head_fp32": true, "enable_moe_fp32_combine": false, "eod_token_id": 120026, "eos_token_id": 120025, "expert_hidden_dim": 1536, "first_k_dense_replace": 1, "head_dim": 128, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.006, "intermediate_size": 13312, "max_position_embeddings": 262144, "mlp_bias": false, "mlp_layer_types": [ "dense", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse", "sparse" ], "model_type": "hy_v3", "moe_intermediate_size": 1536, "moe_router_enable_expert_bias": true, "moe_router_use_sigmoid": true, "num_attention_heads": 64, "num_experts": 192, "num_experts_per_tok": 8, "num_hidden_layers": 80, "num_key_value_heads": 8, "num_nextn_predict_layers": 1, "num_shared_experts": 1, "output_router_logits": true, "pad_token_id": 120002, "qk_norm": true, "quantization_config": { "bits": 4, "checkpoint_format": "gptq", "desc_act": false, "dynamic": { "+:.*experts": { "bits": 4, "group_size": 64 }, "+:.*shared_mlp": { "bits": 4, "group_size": 64 } }, "format": "gptq", "group_size": 128, "lm_head": false, "meta": { "act_group_aware": null, "auto_forward_data_parallel": true, "damp_auto_increment": null, "damp_percent": null, "dense_vram_strategy": "exclusive", "dense_vram_strategy_devices": null, "fallback": { "smooth": null, "strategy": "rtn", "threshold": "0.5%" }, "foem": null, "gc_mode": "on_stage_end", "gptaq": null, "moe_vram_strategy": "exclusive", "moe_vram_strategy_devices": null, "mse": null, "offload_to_disk": true, "offload_to_disk_path": "/home/ubuntu/tmp_for_install/gptqmodel_kctb93p5", "pack_impl": "cpu", "quantizer": [ "gptqmodel:7.2.0" ], "static_groups": null, "true_sequential": true, "uri": "https://github.com/modelcloud/gptqmodel", "wait_for_submodule_finalizers": true, "weight_only": { "smooth": null } }, "method": "gptq", "pack_dtype": "int32", "quant_method": "gptq", "sym": true }, "rms_norm_eps": 1e-05, "rope_parameters": { "rope_theta": 11158840.0, "rope_type": "default" }, "route_norm": true, "router_scaling_factor": 2.826, "sep_token_id": 120007, "tie_word_embeddings": false, "transformers_version": "5.9.0", "use_cache": true, "use_grouped_mm": false, "vocab_size": 120832 }