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[Core] Parse vLLM engine required fields from hf_config to model_arch_config (#28454)

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Signed-off-by: Xingyu Liu <charlotteliu12x@gmail.com>
Signed-off-by: Xingyu Liu <38244988+charlotte12l@users.noreply.github.com>
This commit is contained in:
Xingyu Liu
2026-01-02 16:13:15 -07:00
committed by GitHub
parent a0e9ee83c7
commit 0eee877f67
11 changed files with 1121 additions and 287 deletions
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359
tests/config/base_model_arch_groundtruth.json Normal file
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{
"state-spaces/mamba-130m-hf": {
"architectures": [
"MambaForCausalLM"
],
"model_type": "mamba",
"text_model_type": "mamba",
"hidden_size": 768,
"total_num_hidden_layers": 24,
"total_num_attention_heads": 0,
"head_size": 0,
"vocab_size": 50280,
"total_num_kv_heads": 0,
"num_experts": 0,
"is_deepseek_mla": false,
"is_multimodal_model": false,
"dtype": "torch.float32"
},
"mistralai/Mamba-Codestral-7B-v0.1": {
"architectures": [
"Mamba2ForCausalLM"
],
"model_type": "mamba",
"text_model_type": "mamba",
"hidden_size": 4096,
"total_num_hidden_layers": 64,
"total_num_attention_heads": 0,
"head_size": 0,
"vocab_size": 32768,
"total_num_kv_heads": 0,
"num_experts": 0,
"is_deepseek_mla": false,
"is_multimodal_model": false,
"dtype": "torch.bfloat16"
},
"ibm-nasa-geospatial/Prithvi-EO-2.0-300M-TL-Sen1Floods11": {
"architectures": [
"Terratorch"
],
"model_type": "timm_wrapper",
"text_model_type": "timm_wrapper",
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"total_num_attention_heads": 0,
"head_size": 0,
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"is_deepseek_mla": false,
"is_multimodal_model": true,
"dtype": "torch.float32"
},
"tiiuae/falcon-mamba-7b-instruct": {
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"FalconMambaForCausalLM"
],
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"text_model_type": "falcon_mamba",
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"total_num_hidden_layers": 64,
"total_num_attention_heads": 0,
"head_size": 0,
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"num_experts": 0,
"is_deepseek_mla": false,
"is_multimodal_model": false,
"dtype": "torch.bfloat16"
},
"Zyphra/Zamba2-7B-instruct": {
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"Zamba2ForCausalLM"
],
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"is_deepseek_mla": false,
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"dtype": "torch.bfloat16"
},
"mosaicml/mpt-7b": {
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"MPTForCausalLM"
],
"model_type": "mpt",
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"is_deepseek_mla": false,
"is_multimodal_model": false,
"dtype": "torch.bfloat16"
},
"databricks/dbrx-instruct": {
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"DbrxForCausalLM"
],
"model_type": "dbrx",
"text_model_type": "dbrx",
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"dtype": "torch.bfloat16"
},
"tiiuae/falcon-7b": {
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"FalconForCausalLM"
],
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"is_deepseek_mla": false,
"is_multimodal_model": false,
"dtype": "torch.bfloat16"
},
"tiiuae/falcon-40b": {
"architectures": [
"FalconForCausalLM"
],
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"text_model_type": "falcon",
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"total_num_attention_heads": 128,
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"is_deepseek_mla": false,
"is_multimodal_model": false,
"dtype": "torch.bfloat16"
},
"luccafong/deepseek_mtp_main_random": {
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"DeepseekV3ForCausalLM"
],
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"text_model_type": "deepseek_v3",
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"is_deepseek_mla": true,
"is_multimodal_model": false,
"dtype": "torch.bfloat16"
},
"luccafong/deepseek_mtp_draft_random": {
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"DeepseekV3ForCausalLM"
],
"model_type": "deepseek_v3",
"text_model_type": "deepseek_v3",
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"is_deepseek_mla": true,
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"dtype": "torch.bfloat16"
},
"Qwen/Qwen3-Next-80B-A3B-Instruct": {
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"Qwen3NextForCausalLM"
],
"model_type": "qwen3_next",
"text_model_type": "qwen3_next",
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"num_experts": 512,
"is_deepseek_mla": false,
"is_multimodal_model": false,
"dtype": "torch.bfloat16"
},
"tiny-random/qwen3-next-moe": {
"architectures": [
"Qwen3NextForCausalLM"
],
"model_type": "qwen3_next",
"text_model_type": "qwen3_next",
"hidden_size": 8,
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"is_deepseek_mla": false,
"is_multimodal_model": false,
"dtype": "torch.bfloat16"
},
"zai-org/GLM-4.5": {
"architectures": [
"Glm4MoeForCausalLM"
],
"model_type": "glm4_moe",
"text_model_type": "glm4_moe",
"hidden_size": 5120,
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"total_num_attention_heads": 96,
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"is_deepseek_mla": false,
"is_multimodal_model": false,
"dtype": "torch.bfloat16"
},
"baidu/ERNIE-4.5-21B-A3B-PT": {
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"Ernie4_5_MoeForCausalLM"
],
"model_type": "ernie4_5_moe",
"text_model_type": "ernie4_5_moe",
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"dtype": "torch.bfloat16"
},
"lmsys/gpt-oss-20b-bf16": {
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"GptOssForCausalLM"
],
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"text_model_type": "gpt_oss",
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"is_deepseek_mla": false,
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"dtype": "torch.bfloat16"
},
"deepseek-ai/DeepSeek-V3.2-Exp": {
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"DeepseekV32ForCausalLM"
],
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"dtype": "torch.bfloat16"
},
"meta-llama/Llama-4-Scout-17B-16E-Instruct": {
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"Llama4ForConditionalGeneration"
],
"model_type": "llama4",
"text_model_type": "llama4_text",
"hidden_size": 5120,
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"total_num_attention_heads": 40,
"head_size": 128,
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"is_deepseek_mla": false,
"is_multimodal_model": true,
"dtype": "torch.bfloat16"
},
"nvidia/Llama-3_3-Nemotron-Super-49B-v1": {
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"DeciLMForCausalLM"
],
"model_type": "nemotron-nas",
"text_model_type": "nemotron-nas",
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"dtype": "torch.bfloat16"
},
"XiaomiMiMo/MiMo-7B-RL": {
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"MiMoForCausalLM"
],
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"text_model_type": "mimo",
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"dtype": "torch.bfloat16"
},
"meituan-longcat/LongCat-Flash-Chat": {
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"LongcatFlashForCausalLM"
],
"model_type": "longcat_flash",
"text_model_type": "longcat_flash",
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"is_deepseek_mla": true,
"is_multimodal_model": false,
"dtype": "torch.float32"
}
}