| from collections import OrderedDict, defaultdict | |
| from enum import Enum | |
| from typing import Dict, Optional | |
| CHOICES = ["A", "B", "C", "D"] | |
| DATA_CONFIG = "dataset_info.json" | |
| DEFAULT_MODULE = defaultdict(str) | |
| DEFAULT_TEMPLATE = defaultdict(str) | |
| FILEEXT2TYPE = {"arrow": "arrow", "csv": "csv", "json": "json", "jsonl": "json", "parquet": "parquet", "txt": "text"} | |
| IGNORE_INDEX = -100 | |
| LAYERNORM_NAMES = {"norm", "ln"} | |
| LOG_FILE_NAME = "trainer_log.jsonl" | |
| METHODS = ["full", "freeze", "lora"] | |
| PEFT_METHODS = ["lora"] | |
| SUBJECTS = ["Average", "STEM", "Social Sciences", "Humanities", "Other"] | |
| SUPPORTED_MODELS = OrderedDict() | |
| TRAINING_STAGES = { | |
| "Supervised Fine-Tuning": "sft", | |
| "Reward Modeling": "rm", | |
| "PPO": "ppo", | |
| "DPO": "dpo", | |
| "Pre-Training": "pt", | |
| } | |
| V_HEAD_WEIGHTS_NAME = "value_head.bin" | |
| V_HEAD_SAFE_WEIGHTS_NAME = "value_head.safetensors" | |
| class DownloadSource(str, Enum): | |
| DEFAULT = "hf" | |
| MODELSCOPE = "ms" | |
| def register_model_group( | |
| models: Dict[str, Dict[DownloadSource, str]], module: Optional[str] = None, template: Optional[str] = None | |
| ) -> None: | |
| prefix = None | |
| for name, path in models.items(): | |
| if prefix is None: | |
| prefix = name.split("-")[0] | |
| else: | |
| assert prefix == name.split("-")[0], "prefix should be identical." | |
| SUPPORTED_MODELS[name] = path | |
| if module is not None: | |
| DEFAULT_MODULE[prefix] = module | |
| if template is not None: | |
| DEFAULT_TEMPLATE[prefix] = template | |
| register_model_group( | |
| models={ | |
| "Baichuan-7B-Base": { | |
| DownloadSource.DEFAULT: "baichuan-inc/Baichuan-7B", | |
| DownloadSource.MODELSCOPE: "baichuan-inc/baichuan-7B", | |
| }, | |
| "Baichuan-13B-Base": { | |
| DownloadSource.DEFAULT: "baichuan-inc/Baichuan-13B-Base", | |
| DownloadSource.MODELSCOPE: "baichuan-inc/Baichuan-13B-Base", | |
| }, | |
| "Baichuan-13B-Chat": { | |
| DownloadSource.DEFAULT: "baichuan-inc/Baichuan-13B-Chat", | |
| DownloadSource.MODELSCOPE: "baichuan-inc/Baichuan-13B-Chat", | |
| }, | |
| }, | |
| module="W_pack", | |
| template="baichuan", | |
| ) | |
| register_model_group( | |
| models={ | |
| "Baichuan2-7B-Base": { | |
| DownloadSource.DEFAULT: "baichuan-inc/Baichuan2-7B-Base", | |
| DownloadSource.MODELSCOPE: "baichuan-inc/Baichuan2-7B-Base", | |
| }, | |
| "Baichuan2-13B-Base": { | |
| DownloadSource.DEFAULT: "baichuan-inc/Baichuan2-13B-Base", | |
| DownloadSource.MODELSCOPE: "baichuan-inc/Baichuan2-13B-Base", | |
| }, | |
| "Baichuan2-7B-Chat": { | |
| DownloadSource.DEFAULT: "baichuan-inc/Baichuan2-7B-Chat", | |
| DownloadSource.MODELSCOPE: "baichuan-inc/Baichuan2-7B-Chat", | |
| }, | |
| "Baichuan2-13B-Chat": { | |
| DownloadSource.DEFAULT: "baichuan-inc/Baichuan2-13B-Chat", | |
| DownloadSource.MODELSCOPE: "baichuan-inc/Baichuan2-13B-Chat", | |
| }, | |
| }, | |
| module="W_pack", | |
| template="baichuan2", | |
| ) | |
| register_model_group( | |
| models={ | |
| "BLOOM-560M": { | |
| DownloadSource.DEFAULT: "bigscience/bloom-560m", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/bloom-560m", | |
| }, | |
| "BLOOM-3B": { | |
| DownloadSource.DEFAULT: "bigscience/bloom-3b", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/bloom-3b", | |
| }, | |
| "BLOOM-7B1": { | |
| DownloadSource.DEFAULT: "bigscience/bloom-7b1", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/bloom-7b1", | |
| }, | |
| }, | |
| module="query_key_value", | |
| ) | |
| register_model_group( | |
| models={ | |
| "BLOOMZ-560M": { | |
| DownloadSource.DEFAULT: "bigscience/bloomz-560m", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/bloomz-560m", | |
| }, | |
| "BLOOMZ-3B": { | |
| DownloadSource.DEFAULT: "bigscience/bloomz-3b", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/bloomz-3b", | |
| }, | |
| "BLOOMZ-7B1-mt": { | |
| DownloadSource.DEFAULT: "bigscience/bloomz-7b1-mt", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/bloomz-7b1-mt", | |
| }, | |
| }, | |
| module="query_key_value", | |
| ) | |
| register_model_group( | |
| models={ | |
| "BlueLM-7B-Base": { | |
| DownloadSource.DEFAULT: "vivo-ai/BlueLM-7B-Base", | |
| DownloadSource.MODELSCOPE: "vivo-ai/BlueLM-7B-Base", | |
| }, | |
| "BlueLM-7B-Chat": { | |
| DownloadSource.DEFAULT: "vivo-ai/BlueLM-7B-Chat", | |
| DownloadSource.MODELSCOPE: "vivo-ai/BlueLM-7B-Chat", | |
| }, | |
| }, | |
| template="bluelm", | |
| ) | |
| register_model_group( | |
| models={ | |
| "ChatGLM2-6B-Chat": { | |
| DownloadSource.DEFAULT: "THUDM/chatglm2-6b", | |
| DownloadSource.MODELSCOPE: "ZhipuAI/chatglm2-6b", | |
| } | |
| }, | |
| module="query_key_value", | |
| template="chatglm2", | |
| ) | |
| register_model_group( | |
| models={ | |
| "ChatGLM3-6B-Base": { | |
| DownloadSource.DEFAULT: "THUDM/chatglm3-6b-base", | |
| DownloadSource.MODELSCOPE: "ZhipuAI/chatglm3-6b-base", | |
| }, | |
| "ChatGLM3-6B-Chat": { | |
| DownloadSource.DEFAULT: "THUDM/chatglm3-6b", | |
| DownloadSource.MODELSCOPE: "ZhipuAI/chatglm3-6b", | |
| }, | |
| }, | |
| module="query_key_value", | |
| template="chatglm3", | |
| ) | |
| register_model_group( | |
| models={ | |
| "ChineseLLaMA2-1.3B": { | |
| DownloadSource.DEFAULT: "hfl/chinese-llama-2-1.3b", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/chinese-llama-2-1.3b", | |
| }, | |
| "ChineseLLaMA2-7B": { | |
| DownloadSource.DEFAULT: "hfl/chinese-llama-2-7b", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/chinese-llama-2-7b", | |
| }, | |
| "ChineseLLaMA2-13B": { | |
| DownloadSource.DEFAULT: "hfl/chinese-llama-2-13b", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/chinese-llama-2-13b", | |
| }, | |
| "ChineseLLaMA2-1.3B-Chat": { | |
| DownloadSource.DEFAULT: "hfl/chinese-alpaca-2-1.3b", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/chinese-alpaca-2-1.3b", | |
| }, | |
| "ChineseLLaMA2-7B-Chat": { | |
| DownloadSource.DEFAULT: "hfl/chinese-alpaca-2-7b", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/chinese-alpaca-2-7b", | |
| }, | |
| "ChineseLLaMA2-13B-Chat": { | |
| DownloadSource.DEFAULT: "hfl/chinese-alpaca-2-13b", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/chinese-alpaca-2-13b", | |
| }, | |
| }, | |
| template="llama2_zh", | |
| ) | |
| register_model_group( | |
| models={ | |
| "DeepSeekLLM-7B-Base": { | |
| DownloadSource.DEFAULT: "deepseek-ai/deepseek-llm-7b-base", | |
| DownloadSource.MODELSCOPE: "deepseek-ai/deepseek-llm-7b-base", | |
| }, | |
| "DeepSeekLLM-67B-Base": { | |
| DownloadSource.DEFAULT: "deepseek-ai/deepseek-llm-67b-base", | |
| DownloadSource.MODELSCOPE: "deepseek-ai/deepseek-llm-67b-base", | |
| }, | |
| "DeepSeekLLM-7B-Chat": { | |
| DownloadSource.DEFAULT: "deepseek-ai/deepseek-llm-7b-chat", | |
| DownloadSource.MODELSCOPE: "deepseek-ai/deepseek-llm-7b-chat", | |
| }, | |
| "DeepSeekLLM-67B-Chat": { | |
| DownloadSource.DEFAULT: "deepseek-ai/deepseek-llm-67b-chat", | |
| DownloadSource.MODELSCOPE: "deepseek-ai/deepseek-llm-67b-chat", | |
| }, | |
| }, | |
| template="deepseek", | |
| ) | |
| register_model_group( | |
| models={ | |
| "DeepSeekCoder-6.7B-Base": { | |
| DownloadSource.DEFAULT: "deepseek-ai/deepseek-coder-6.7b-base", | |
| DownloadSource.MODELSCOPE: "deepseek-ai/deepseek-coder-6.7b-base", | |
| }, | |
| "DeepSeekCoder-33B-Base": { | |
| DownloadSource.DEFAULT: "deepseek-ai/deepseek-coder-33b-base", | |
| DownloadSource.MODELSCOPE: "deepseek-ai/deepseek-coder-33b-base", | |
| }, | |
| "DeepSeekCoder-6.7B-Chat": { | |
| DownloadSource.DEFAULT: "deepseek-ai/deepseek-coder-6.7b-instruct", | |
| DownloadSource.MODELSCOPE: "deepseek-ai/deepseek-coder-6.7b-instruct", | |
| }, | |
| "DeepSeekCoder-33B-Chat": { | |
| DownloadSource.DEFAULT: "deepseek-ai/deepseek-coder-33b-instruct", | |
| DownloadSource.MODELSCOPE: "deepseek-ai/deepseek-coder-33b-instruct", | |
| }, | |
| }, | |
| template="deepseekcoder", | |
| ) | |
| register_model_group( | |
| models={ | |
| "DeepSeekMoE-16B-Base": { | |
| DownloadSource.DEFAULT: "deepseek-ai/deepseek-moe-16b-base", | |
| DownloadSource.MODELSCOPE: "deepseek-ai/deepseek-moe-16b-base", | |
| }, | |
| "DeepSeekMoE-16B-Chat": { | |
| DownloadSource.DEFAULT: "deepseek-ai/deepseek-moe-16b-chat", | |
| DownloadSource.MODELSCOPE: "deepseek-ai/deepseek-moe-16b-chat", | |
| }, | |
| }, | |
| template="deepseek", | |
| ) | |
| register_model_group( | |
| models={ | |
| "Falcon-7B": { | |
| DownloadSource.DEFAULT: "tiiuae/falcon-7b", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/falcon-7b", | |
| }, | |
| "Falcon-40B": { | |
| DownloadSource.DEFAULT: "tiiuae/falcon-40b", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/falcon-40b", | |
| }, | |
| "Falcon-180B": { | |
| DownloadSource.DEFAULT: "tiiuae/falcon-180b", | |
| DownloadSource.MODELSCOPE: "modelscope/falcon-180B", | |
| }, | |
| "Falcon-7B-Chat": { | |
| DownloadSource.DEFAULT: "tiiuae/falcon-7b-instruct", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/falcon-7b-instruct", | |
| }, | |
| "Falcon-40B-Chat": { | |
| DownloadSource.DEFAULT: "tiiuae/falcon-40b-instruct", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/falcon-40b-instruct", | |
| }, | |
| "Falcon-180B-Chat": { | |
| DownloadSource.DEFAULT: "tiiuae/falcon-180b-chat", | |
| DownloadSource.MODELSCOPE: "modelscope/falcon-180B-chat", | |
| }, | |
| }, | |
| module="query_key_value", | |
| template="falcon", | |
| ) | |
| register_model_group( | |
| models={ | |
| "InternLM-7B": { | |
| DownloadSource.DEFAULT: "internlm/internlm-7b", | |
| DownloadSource.MODELSCOPE: "Shanghai_AI_Laboratory/internlm-7b", | |
| }, | |
| "InternLM-20B": { | |
| DownloadSource.DEFAULT: "internlm/internlm-20b", | |
| DownloadSource.MODELSCOPE: "Shanghai_AI_Laboratory/internlm-20b", | |
| }, | |
| "InternLM-7B-Chat": { | |
| DownloadSource.DEFAULT: "internlm/internlm-chat-7b", | |
| DownloadSource.MODELSCOPE: "Shanghai_AI_Laboratory/internlm-chat-7b", | |
| }, | |
| "InternLM-20B-Chat": { | |
| DownloadSource.DEFAULT: "internlm/internlm-chat-20b", | |
| DownloadSource.MODELSCOPE: "Shanghai_AI_Laboratory/internlm-chat-20b", | |
| }, | |
| }, | |
| template="intern", | |
| ) | |
| register_model_group( | |
| models={ | |
| "InternLM2-7B": { | |
| DownloadSource.DEFAULT: "internlm/internlm2-7b", | |
| DownloadSource.MODELSCOPE: "Shanghai_AI_Laboratory/internlm2-7b", | |
| }, | |
| "InternLM2-20B": { | |
| DownloadSource.DEFAULT: "internlm/internlm2-20b", | |
| DownloadSource.MODELSCOPE: "Shanghai_AI_Laboratory/internlm2-20b", | |
| }, | |
| "InternLM2-7B-Chat": { | |
| DownloadSource.DEFAULT: "internlm/internlm2-chat-7b", | |
| DownloadSource.MODELSCOPE: "Shanghai_AI_Laboratory/internlm2-chat-7b", | |
| }, | |
| "InternLM2-20B-Chat": { | |
| DownloadSource.DEFAULT: "internlm/internlm2-chat-20b", | |
| DownloadSource.MODELSCOPE: "Shanghai_AI_Laboratory/internlm2-chat-20b", | |
| }, | |
| }, | |
| module="wqkv", | |
| template="intern2", | |
| ) | |
| register_model_group( | |
| models={ | |
| "LingoWhale-8B": { | |
| DownloadSource.DEFAULT: "deeplang-ai/LingoWhale-8B", | |
| DownloadSource.MODELSCOPE: "DeepLang/LingoWhale-8B", | |
| } | |
| }, | |
| module="qkv_proj", | |
| ) | |
| register_model_group( | |
| models={ | |
| "LLaMA-7B": {DownloadSource.DEFAULT: "huggyllama/llama-7b", DownloadSource.MODELSCOPE: "skyline2006/llama-7b"}, | |
| "LLaMA-13B": { | |
| DownloadSource.DEFAULT: "huggyllama/llama-13b", | |
| DownloadSource.MODELSCOPE: "skyline2006/llama-13b", | |
| }, | |
| "LLaMA-30B": { | |
| DownloadSource.DEFAULT: "huggyllama/llama-30b", | |
| DownloadSource.MODELSCOPE: "skyline2006/llama-30b", | |
| }, | |
| "LLaMA-65B": { | |
| DownloadSource.DEFAULT: "huggyllama/llama-65b", | |
| DownloadSource.MODELSCOPE: "skyline2006/llama-65b", | |
| }, | |
| } | |
| ) | |
| register_model_group( | |
| models={ | |
| "LLaMA2-7B": { | |
| DownloadSource.DEFAULT: "meta-llama/Llama-2-7b-hf", | |
| DownloadSource.MODELSCOPE: "modelscope/Llama-2-7b-ms", | |
| }, | |
| "LLaMA2-13B": { | |
| DownloadSource.DEFAULT: "meta-llama/Llama-2-13b-hf", | |
| DownloadSource.MODELSCOPE: "modelscope/Llama-2-13b-ms", | |
| }, | |
| "LLaMA2-70B": { | |
| DownloadSource.DEFAULT: "meta-llama/Llama-2-70b-hf", | |
| DownloadSource.MODELSCOPE: "modelscope/Llama-2-70b-ms", | |
| }, | |
| "LLaMA2-7B-Chat": { | |
| DownloadSource.DEFAULT: "meta-llama/Llama-2-7b-chat-hf", | |
| DownloadSource.MODELSCOPE: "modelscope/Llama-2-7b-chat-ms", | |
| }, | |
| "LLaMA2-13B-Chat": { | |
| DownloadSource.DEFAULT: "meta-llama/Llama-2-13b-chat-hf", | |
| DownloadSource.MODELSCOPE: "modelscope/Llama-2-13b-chat-ms", | |
| }, | |
| "LLaMA2-70B-Chat": { | |
| DownloadSource.DEFAULT: "meta-llama/Llama-2-70b-chat-hf", | |
| DownloadSource.MODELSCOPE: "modelscope/Llama-2-70b-chat-ms", | |
| }, | |
| }, | |
| template="llama2", | |
| ) | |
| register_model_group( | |
| models={ | |
| "Mistral-7B": { | |
| DownloadSource.DEFAULT: "mistralai/Mistral-7B-v0.1", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/Mistral-7B-v0.1", | |
| }, | |
| "Mistral-7B-Chat": { | |
| DownloadSource.DEFAULT: "mistralai/Mistral-7B-Instruct-v0.1", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/Mistral-7B-Instruct-v0.1", | |
| }, | |
| "Mistral-7B-v0.2-Chat": { | |
| DownloadSource.DEFAULT: "mistralai/Mistral-7B-Instruct-v0.2", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/Mistral-7B-Instruct-v0.2", | |
| }, | |
| }, | |
| template="mistral", | |
| ) | |
| register_model_group( | |
| models={ | |
| "Mixtral-8x7B": { | |
| DownloadSource.DEFAULT: "mistralai/Mixtral-8x7B-v0.1", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/Mixtral-8x7B-v0.1", | |
| }, | |
| "Mixtral-8x7B-Chat": { | |
| DownloadSource.DEFAULT: "mistralai/Mixtral-8x7B-Instruct-v0.1", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/Mixtral-8x7B-Instruct-v0.1", | |
| }, | |
| }, | |
| template="mistral", | |
| ) | |
| register_model_group( | |
| models={ | |
| "OpenChat3.5-7B-Chat": { | |
| DownloadSource.DEFAULT: "openchat/openchat-3.5-0106", | |
| DownloadSource.MODELSCOPE: "myxiongmodel/openchat_3.5", | |
| } | |
| }, | |
| template="openchat", | |
| ) | |
| register_model_group( | |
| models={ | |
| "Orion-14B-Base": { | |
| DownloadSource.DEFAULT: "OrionStarAI/Orion-14B-Base", | |
| DownloadSource.MODELSCOPE: "OrionStarAI/Orion-14B-Base", | |
| }, | |
| "Orion-14B-Chat": { | |
| DownloadSource.DEFAULT: "OrionStarAI/Orion-14B-Chat", | |
| DownloadSource.MODELSCOPE: "OrionStarAI/Orion-14B-Chat", | |
| }, | |
| "Orion-14B-Long-Chat": { | |
| DownloadSource.DEFAULT: "OrionStarAI/Orion-14B-LongChat", | |
| DownloadSource.MODELSCOPE: "OrionStarAI/Orion-14B-LongChat", | |
| }, | |
| "Orion-14B-RAG-Chat": { | |
| DownloadSource.DEFAULT: "OrionStarAI/Orion-14B-Chat-RAG", | |
| DownloadSource.MODELSCOPE: "OrionStarAI/Orion-14B-Chat-RAG", | |
| }, | |
| "Orion-14B-Plugin-Chat": { | |
| DownloadSource.DEFAULT: "OrionStarAI/Orion-14B-Chat-Plugin", | |
| DownloadSource.MODELSCOPE: "OrionStarAI/Orion-14B-Chat-Plugin", | |
| }, | |
| }, | |
| template="orion", | |
| ) | |
| register_model_group( | |
| models={ | |
| "Phi-1.5-1.3B": {DownloadSource.DEFAULT: "microsoft/phi-1_5", DownloadSource.MODELSCOPE: "allspace/PHI_1-5"}, | |
| "Phi-2-2.7B": {DownloadSource.DEFAULT: "microsoft/phi-2", DownloadSource.MODELSCOPE: "AI-ModelScope/phi-2"}, | |
| } | |
| ) | |
| register_model_group( | |
| models={ | |
| "Qwen-1.8B": {DownloadSource.DEFAULT: "Qwen/Qwen-1_8B", DownloadSource.MODELSCOPE: "qwen/Qwen-1_8B"}, | |
| "Qwen-7B": {DownloadSource.DEFAULT: "Qwen/Qwen-7B", DownloadSource.MODELSCOPE: "qwen/Qwen-7B"}, | |
| "Qwen-14B": {DownloadSource.DEFAULT: "Qwen/Qwen-14B", DownloadSource.MODELSCOPE: "qwen/Qwen-14B"}, | |
| "Qwen-72B": {DownloadSource.DEFAULT: "Qwen/Qwen-72B", DownloadSource.MODELSCOPE: "qwen/Qwen-72B"}, | |
| "Qwen-1.8B-Chat": { | |
| DownloadSource.DEFAULT: "Qwen/Qwen-1_8B-Chat", | |
| DownloadSource.MODELSCOPE: "qwen/Qwen-1_8B-Chat", | |
| }, | |
| "Qwen-7B-Chat": {DownloadSource.DEFAULT: "Qwen/Qwen-7B-Chat", DownloadSource.MODELSCOPE: "qwen/Qwen-7B-Chat"}, | |
| "Qwen-14B-Chat": { | |
| DownloadSource.DEFAULT: "Qwen/Qwen-14B-Chat", | |
| DownloadSource.MODELSCOPE: "qwen/Qwen-14B-Chat", | |
| }, | |
| "Qwen-72B-Chat": { | |
| DownloadSource.DEFAULT: "Qwen/Qwen-72B-Chat", | |
| DownloadSource.MODELSCOPE: "qwen/Qwen-72B-Chat", | |
| }, | |
| "Qwen-1.8B-int8-Chat": { | |
| DownloadSource.DEFAULT: "Qwen/Qwen-1_8B-Chat-Int8", | |
| DownloadSource.MODELSCOPE: "qwen/Qwen-1_8B-Chat-Int8", | |
| }, | |
| "Qwen-1.8B-int4-Chat": { | |
| DownloadSource.DEFAULT: "Qwen/Qwen-1_8B-Chat-Int4", | |
| DownloadSource.MODELSCOPE: "qwen/Qwen-1_8B-Chat-Int4", | |
| }, | |
| "Qwen-7B-int8-Chat": { | |
| DownloadSource.DEFAULT: "Qwen/Qwen-7B-Chat-Int8", | |
| DownloadSource.MODELSCOPE: "qwen/Qwen-7B-Chat-Int8", | |
| }, | |
| "Qwen-7B-int4-Chat": { | |
| DownloadSource.DEFAULT: "Qwen/Qwen-7B-Chat-Int4", | |
| DownloadSource.MODELSCOPE: "qwen/Qwen-7B-Chat-Int4", | |
| }, | |
| "Qwen-14B-int8-Chat": { | |
| DownloadSource.DEFAULT: "Qwen/Qwen-14B-Chat-Int8", | |
| DownloadSource.MODELSCOPE: "qwen/Qwen-14B-Chat-Int8", | |
| }, | |
| "Qwen-14B-int4-Chat": { | |
| DownloadSource.DEFAULT: "Qwen/Qwen-14B-Chat-Int4", | |
| DownloadSource.MODELSCOPE: "qwen/Qwen-14B-Chat-Int4", | |
| }, | |
| "Qwen-72B-int8-Chat": { | |
| DownloadSource.DEFAULT: "Qwen/Qwen-72B-Chat-Int8", | |
| DownloadSource.MODELSCOPE: "qwen/Qwen-72B-Chat-Int8", | |
| }, | |
| "Qwen-72B-int4-Chat": { | |
| DownloadSource.DEFAULT: "Qwen/Qwen-72B-Chat-Int4", | |
| DownloadSource.MODELSCOPE: "qwen/Qwen-72B-Chat-Int4", | |
| }, | |
| }, | |
| module="c_attn", | |
| template="qwen", | |
| ) | |
| register_model_group( | |
| models={ | |
| "SOLAR-10.7B": {DownloadSource.DEFAULT: "upstage/SOLAR-10.7B-v1.0"}, | |
| "SOLAR-10.7B-Chat": { | |
| DownloadSource.DEFAULT: "upstage/SOLAR-10.7B-Instruct-v1.0", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/SOLAR-10.7B-Instruct-v1.0", | |
| }, | |
| }, | |
| template="solar", | |
| ) | |
| register_model_group( | |
| models={ | |
| "Skywork-13B-Base": { | |
| DownloadSource.DEFAULT: "Skywork/Skywork-13B-base", | |
| DownloadSource.MODELSCOPE: "skywork/Skywork-13B-base", | |
| } | |
| } | |
| ) | |
| register_model_group( | |
| models={ | |
| "Vicuna1.5-7B-Chat": { | |
| DownloadSource.DEFAULT: "lmsys/vicuna-7b-v1.5", | |
| DownloadSource.MODELSCOPE: "Xorbits/vicuna-7b-v1.5", | |
| }, | |
| "Vicuna1.5-13B-Chat": { | |
| DownloadSource.DEFAULT: "lmsys/vicuna-13b-v1.5", | |
| DownloadSource.MODELSCOPE: "Xorbits/vicuna-13b-v1.5", | |
| }, | |
| }, | |
| template="vicuna", | |
| ) | |
| register_model_group( | |
| models={ | |
| "XuanYuan-70B": {DownloadSource.DEFAULT: "Duxiaoman-DI/XuanYuan-70B"}, | |
| "XuanYuan-70B-Chat": {DownloadSource.DEFAULT: "Duxiaoman-DI/XuanYuan-70B-Chat"}, | |
| "XuanYuan-70B-int8-Chat": {DownloadSource.DEFAULT: "Duxiaoman-DI/XuanYuan-70B-Chat-8bit"}, | |
| "XuanYuan-70B-int4-Chat": {DownloadSource.DEFAULT: "Duxiaoman-DI/XuanYuan-70B-Chat-4bit"}, | |
| }, | |
| template="xuanyuan", | |
| ) | |
| register_model_group( | |
| models={ | |
| "XVERSE-7B": {DownloadSource.DEFAULT: "xverse/XVERSE-7B", DownloadSource.MODELSCOPE: "xverse/XVERSE-7B"}, | |
| "XVERSE-13B": {DownloadSource.DEFAULT: "xverse/XVERSE-13B", DownloadSource.MODELSCOPE: "xverse/XVERSE-13B"}, | |
| "XVERSE-65B": {DownloadSource.DEFAULT: "xverse/XVERSE-65B", DownloadSource.MODELSCOPE: "xverse/XVERSE-65B"}, | |
| "XVERSE-65B-2": { | |
| DownloadSource.DEFAULT: "xverse/XVERSE-65B-2", | |
| DownloadSource.MODELSCOPE: "xverse/XVERSE-65B-2", | |
| }, | |
| "XVERSE-7B-Chat": { | |
| DownloadSource.DEFAULT: "xverse/XVERSE-7B-Chat", | |
| DownloadSource.MODELSCOPE: "xverse/XVERSE-7B-Chat", | |
| }, | |
| "XVERSE-13B-Chat": { | |
| DownloadSource.DEFAULT: "xverse/XVERSE-13B-Chat", | |
| DownloadSource.MODELSCOPE: "xverse/XVERSE-13B-Chat", | |
| }, | |
| "XVERSE-65B-Chat": { | |
| DownloadSource.DEFAULT: "xverse/XVERSE-65B-Chat", | |
| DownloadSource.MODELSCOPE: "xverse/XVERSE-65B-Chat", | |
| }, | |
| }, | |
| template="xverse", | |
| ) | |
| register_model_group( | |
| models={ | |
| "Yayi-7B": { | |
| DownloadSource.DEFAULT: "wenge-research/yayi-7b-llama2", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/yayi-7b-llama2", | |
| }, | |
| "Yayi-13B": { | |
| DownloadSource.DEFAULT: "wenge-research/yayi-13b-llama2", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/yayi-13b-llama2", | |
| }, | |
| }, | |
| template="yayi", | |
| ) | |
| register_model_group( | |
| models={ | |
| "Yi-6B": {DownloadSource.DEFAULT: "01-ai/Yi-6B", DownloadSource.MODELSCOPE: "01ai/Yi-6B"}, | |
| "Yi-34B": {DownloadSource.DEFAULT: "01-ai/Yi-34B", DownloadSource.MODELSCOPE: "01ai/Yi-34B"}, | |
| "Yi-6B-Chat": {DownloadSource.DEFAULT: "01-ai/Yi-6B-Chat", DownloadSource.MODELSCOPE: "01ai/Yi-6B-Chat"}, | |
| "Yi-34B-Chat": {DownloadSource.DEFAULT: "01-ai/Yi-34B-Chat", DownloadSource.MODELSCOPE: "01ai/Yi-34B-Chat"}, | |
| "Yi-6B-int8-Chat": { | |
| DownloadSource.DEFAULT: "01-ai/Yi-6B-Chat-8bits", | |
| DownloadSource.MODELSCOPE: "01ai/Yi-6B-Chat-8bits", | |
| }, | |
| "Yi-34B-int8-Chat": { | |
| DownloadSource.DEFAULT: "01-ai/Yi-34B-Chat-8bits", | |
| DownloadSource.MODELSCOPE: "01ai/Yi-34B-Chat-8bits", | |
| }, | |
| }, | |
| template="yi", | |
| ) | |
| register_model_group( | |
| models={ | |
| "Yuan2-2B-Chat": { | |
| DownloadSource.DEFAULT: "IEITYuan/Yuan2-2B-hf", | |
| DownloadSource.MODELSCOPE: "YuanLLM/Yuan2.0-2B-hf", | |
| }, | |
| "Yuan2-51B-Chat": { | |
| DownloadSource.DEFAULT: "IEITYuan/Yuan2-51B-hf", | |
| DownloadSource.MODELSCOPE: "YuanLLM/Yuan2.0-51B-hf", | |
| }, | |
| "Yuan2-102B-Chat": { | |
| DownloadSource.DEFAULT: "IEITYuan/Yuan2-102B-hf", | |
| DownloadSource.MODELSCOPE: "YuanLLM/Yuan2.0-102B-hf", | |
| }, | |
| }, | |
| template="yuan", | |
| ) | |
| register_model_group( | |
| models={ | |
| "Zephyr-7B-Alpha-Chat": { | |
| DownloadSource.DEFAULT: "HuggingFaceH4/zephyr-7b-alpha", | |
| DownloadSource.MODELSCOPE: "AI-ModelScope/zephyr-7b-alpha", | |
| }, | |
| "Zephyr-7B-Beta-Chat": { | |
| DownloadSource.DEFAULT: "HuggingFaceH4/zephyr-7b-beta", | |
| DownloadSource.MODELSCOPE: "modelscope/zephyr-7b-beta", | |
| }, | |
| }, | |
| template="zephyr", | |
| ) | |