| |
| from itertools import chain |
| from typing import List |
|
|
|
|
| class LLMModelType: |
| qwen = 'qwen' |
| qwen2 = 'qwen2' |
| qwen2_moe = 'qwen2_moe' |
| qwen3 = 'qwen3' |
| qwen3_moe = 'qwen3_moe' |
| qwen3_next = 'qwen3_next' |
| qwen3_emb = 'qwen3_emb' |
| qwen3_reranker = 'qwen3_reranker' |
|
|
| qwen2_gte = 'qwen2_gte' |
|
|
| codefuse_qwen = 'codefuse_qwen' |
| modelscope_agent = 'modelscope_agent' |
|
|
| llama = 'llama' |
| yi = 'yi' |
| gpt_oss = 'gpt_oss' |
| seed_oss = 'seed_oss' |
|
|
| codefuse_codellama = 'codefuse_codellama' |
|
|
| chatglm2 = 'chatglm2' |
| chatglm3 = 'chatglm3' |
| chatglm4 = 'chatglm4' |
| glm4 = 'glm4' |
| glm4_moe = 'glm4_moe' |
| glm4_moe_lite = 'glm4_moe_lite' |
| glm_moe_dsa = 'glm_moe_dsa' |
|
|
| glm_edge = 'glm_edge' |
| codefuse_codegeex2 = 'codefuse_codegeex2' |
| codegeex4 = 'codegeex4' |
|
|
| internlm = 'internlm' |
| internlm2 = 'internlm2' |
| internlm3 = 'internlm3' |
|
|
| deepseek = 'deepseek' |
| deepseek_v2 = 'deepseek_v2' |
| deepseek_v3 = 'deepseek_v3' |
| deepseek_v32 = 'deepseek_v32' |
|
|
| openbuddy_llama = 'openbuddy_llama' |
| openbuddy_mistral = 'openbuddy_mistral' |
| openbuddy_mixtral = 'openbuddy_mixtral' |
|
|
| baichuan = 'baichuan' |
| baichuan2 = 'baichuan2' |
| baichuan_m1 = 'baichuan_m1' |
|
|
| minicpm = 'minicpm' |
| minicpm_chatml = 'minicpm_chatml' |
| minicpm3 = 'minicpm3' |
| minicpm_moe = 'minicpm_moe' |
|
|
| telechat = 'telechat' |
| telechat2 = 'telechat2' |
|
|
| mistral = 'mistral' |
| devstral = 'devstral' |
| zephyr = 'zephyr' |
| mixtral = 'mixtral' |
| mistral_nemo = 'mistral_nemo' |
| mistral_2501 = 'mistral_2501' |
| wizardlm2 = 'wizardlm2' |
| wizardlm2_moe = 'wizardlm2_moe' |
|
|
| phi2 = 'phi2' |
| phi3_small = 'phi3_small' |
| phi3 = 'phi3' |
| phi3_moe = 'phi3_moe' |
| phi4 = 'phi4' |
|
|
| minimax = 'minimax' |
| minimax_m1 = 'minimax_m1' |
| minimax_m2 = 'minimax_m2' |
|
|
| gemma = 'gemma' |
| gemma2 = 'gemma2' |
| gemma3_text = 'gemma3_text' |
|
|
| skywork = 'skywork' |
|
|
| ling = 'ling' |
| bailing_moe = 'bailing_moe' |
| yuan2 = 'yuan2' |
| orion = 'orion' |
| xverse = 'xverse' |
| xverse_moe = 'xverse_moe' |
| seggpt = 'seggpt' |
| bluelm = 'bluelm' |
| c4ai = 'c4ai' |
| dbrx = 'dbrx' |
| grok = 'grok' |
| mamba = 'mamba' |
| polylm = 'polylm' |
| aya = 'aya' |
| mimo = 'mimo' |
| dots1 = 'dots1' |
| hunyuan = 'hunyuan' |
| hunyuan_v1_dense = 'hunyuan_v1_dense' |
| hy_v3 = 'hy_v3' |
| ernie4_5 = 'ernie4_5' |
| ernie4_5_moe = 'ernie4_5_moe' |
| gemma_emb = 'gemma_emb' |
| longchat = 'longchat' |
| iquestcoder = 'iquestcoder' |
| youtu_llm = 'youtu_llm' |
|
|
| modern_bert_gte_reranker = 'modern_bert_gte_reranker' |
| bge_reranker = 'bge_reranker' |
|
|
| olmoe = 'olmoe' |
|
|
|
|
| class BertModelType: |
| modern_bert = 'modern_bert' |
| modern_bert_gte = 'modern_bert_gte' |
| bert = 'bert' |
|
|
|
|
| class RMModelType: |
| internlm2_reward = 'internlm2_reward' |
| qwen2_reward = 'qwen2_reward' |
| qwen2_5_prm = 'qwen2_5_prm' |
| llama3_2_reward = 'llama3_2_reward' |
| gemma_reward = 'gemma_reward' |
|
|
|
|
| class MLLMModelType: |
| qwen_vl = 'qwen_vl' |
| qwen_audio = 'qwen_audio' |
| qwen2_vl = 'qwen2_vl' |
| qwen2_5_vl = 'qwen2_5_vl' |
| qwen2_5_omni = 'qwen2_5_omni' |
| qwen3_omni_moe = 'qwen3_omni_moe' |
| qwen2_audio = 'qwen2_audio' |
| qwen3_asr = 'qwen3_asr' |
| qwen3_vl = 'qwen3_vl' |
| qwen3_vl_moe = 'qwen3_vl_moe' |
| qwen3_vl_emb = 'qwen3_vl_emb' |
| qwen3_vl_reranker = 'qwen3_vl_reranker' |
| qwen3_5 = 'qwen3_5' |
| qwen3_5_moe = 'qwen3_5_moe' |
|
|
| qwen2_gme = 'qwen2_gme' |
| ovis1_6 = 'ovis1_6' |
| ovis2 = 'ovis2' |
| ovis2_5 = 'ovis2_5' |
| midashenglm = 'midashenglm' |
|
|
| chatglm4v = 'chatglm4v' |
| glm4v = 'glm4v' |
| glm4v_moe = 'glm4v_moe' |
| glm_edge_v = 'glm_edge_v' |
| glm_ocr = 'glm_ocr' |
| cogvlm = 'cogvlm' |
| cogagent_vqa = 'cogagent_vqa' |
| cogagent_chat = 'cogagent_chat' |
| cogvlm2 = 'cogvlm2' |
| cogvlm2_video = 'cogvlm2_video' |
|
|
| internvl_chat = 'internvl_chat' |
| internvl = 'internvl' |
| interns1 = 'interns1' |
| xcomposer2 = 'xcomposer2' |
| xcomposer2_4khd = 'xcomposer2_4khd' |
| xcomposer2_5 = 'xcomposer2_5' |
| xcomposer2_5_ol_audio = 'xcomposer2_5_ol_audio' |
|
|
| llama3_2_vision = 'llama3_2_vision' |
| llama4 = 'llama4' |
| llama3_1_omni = 'llama3_1_omni' |
|
|
| llava1_5_hf = 'llava1_5_hf' |
| llava1_6_mistral_hf = 'llava1_6_mistral_hf' |
| llava1_6_vicuna_hf = 'llava1_6_vicuna_hf' |
| llava1_6_yi_hf = 'llava1_6_yi_hf' |
| llama3_llava_next_hf = 'llama3_llava_next_hf' |
| llava_next_qwen_hf = 'llava_next_qwen_hf' |
| llava_next_video_hf = 'llava_next_video_hf' |
| llava_next_video_yi_hf = 'llava_next_video_yi_hf' |
| llava_onevision_hf = 'llava_onevision_hf' |
| yi_vl = 'yi_vl' |
| ernie_vl = 'ernie_vl' |
|
|
| llava_llama3_1_hf = 'llava_llama3_1_hf' |
| llava_llama3_hf = 'llava_llama3_hf' |
|
|
| llava1_6_mistral = 'llava1_6_mistral' |
| llava1_6_yi = 'llava1_6_yi' |
| llava_next_qwen = 'llava_next_qwen' |
| llama3_llava_next = 'llama3_llava_next' |
| llava_onevision1_5 = 'llava_onevision1_5' |
|
|
| deepseek_vl = 'deepseek_vl' |
| deepseek_vl2 = 'deepseek_vl2' |
| deepseek_janus = 'deepseek_janus' |
| deepseek_janus_pro = 'deepseek_janus_pro' |
| deepseek_ocr = 'deepseek_ocr' |
| deepseek_ocr2 = 'deepseek_ocr2' |
|
|
| minicpmv = 'minicpmv' |
| minicpmv2_5 = 'minicpmv2_5' |
| minicpmv2_6 = 'minicpmv2_6' |
| minicpmv4 = 'minicpmv4' |
| minicpmv4_5 = 'minicpmv4_5' |
| minicpmo = 'minicpmo' |
|
|
| minimax_vl = 'minimax_vl' |
|
|
| mplug_owl2 = 'mplug_owl2' |
| mplug_owl2_1 = 'mplug_owl2_1' |
| mplug_owl3 = 'mplug_owl3' |
| mplug_owl3_241101 = 'mplug_owl3_241101' |
| doc_owl2 = 'doc_owl2' |
|
|
| emu3_gen = 'emu3_gen' |
| emu3_chat = 'emu3_chat' |
| got_ocr2 = 'got_ocr2' |
| got_ocr2_hf = 'got_ocr2_hf' |
| step_audio = 'step_audio' |
| step_audio2_mini = 'step_audio2_mini' |
| kimi_vl = 'kimi_vl' |
| kimi_k25 = 'kimi_k25' |
| keye_vl = 'keye_vl' |
| keye_vl_1_5 = 'keye_vl_1_5' |
| dots_ocr = 'dots_ocr' |
| sail_vl2 = 'sail_vl2' |
|
|
| phi3_vision = 'phi3_vision' |
| phi4_multimodal = 'phi4_multimodal' |
| florence = 'florence' |
| idefics3 = 'idefics3' |
| paligemma = 'paligemma' |
| molmo = 'molmo' |
| molmo2 = 'molmo2' |
| molmoe = 'molmoe' |
| pixtral = 'pixtral' |
| megrez_omni = 'megrez_omni' |
| valley = 'valley' |
| gemma3_vision = 'gemma3_vision' |
| gemma3n = 'gemma3n' |
| gemma4 = 'gemma4' |
| mistral3 = 'mistral3' |
| mistral3_2506 = 'mistral3_2506' |
| paddle_ocr = 'paddle_ocr' |
| paddle_ocr_1_5 = 'paddle_ocr_1_5' |
| hunyuan_ocr = 'hunyuan_ocr' |
| step3_vl = 'step3_vl' |
|
|
| jina_reranker_m0 = 'jina_reranker_m0' |
|
|
|
|
| class ModelType(LLMModelType, MLLMModelType, BertModelType, RMModelType): |
|
|
| @classmethod |
| def get_model_name_list(cls) -> List[str]: |
|
|
| def _get_model_name_list(cls): |
| res = [] |
| for k in cls.__dict__: |
| if k.startswith('__'): |
| continue |
| value = getattr(cls, k) |
| if isinstance(value, str): |
| res.append(value) |
| return res |
|
|
| return list( |
| chain.from_iterable( |
| _get_model_name_list(model_type_cls) |
| for model_type_cls in [LLMModelType, MLLMModelType, BertModelType, RMModelType])) |
|
|
