AI开发平台MODELARTS-推理场景介绍:支持的模型列表和权重文件

时间：2024-11-12 16:42:39

AI开发平台MODELARTS 主流开源大模型基于Server适配PyTorch NPU推理指导（6.3.909）

支持的模型列表和权重文件

本方案支持vLLM的v0.6.0版本。不同vLLM版本支持的模型列表有差异，具体如表3所示。

表3 支持的模型列表和权重获取地址
序号	模型名称	是否支持fp16/bf16推理	是否支持W4A16量化	是否支持W8A8量化	是否支持W8A16量化	是否支持 kv-cache-int8量化	开源权重获取地址
1	llama-7b	√	√	√	√	√	https://huggingface.co/huggyllama/llama-7b
2	llama-13b	√	√	√	√	√	https://huggingface.co/huggyllama/llama-13b
3	llama-65b	√	√	√	√	√	https://huggingface.co/huggyllama/llama-65b
4	llama2-7b	√	√	√	√	√	https://huggingface.co/meta-llama/Llama-2-7b-chat-hf
5	llama2-13b	√	√	√	√	√	https://huggingface.co/meta-llama/Llama-2-13b-chat-hf
6	llama2-70b	√	√	√	√	√	https://huggingface.co/meta-llama/Llama-2-70b-hf https://huggingface.co/meta-llama/Llama-2-70b-chat-hf (推荐)
7	llama3-8b	√	√	√	√	√	https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct
8	llama3-70b	√	√	√	√	√	https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct
9	yi-6b	√	√	√	√	√	https://huggingface.co/01-ai/Yi-6B-Chat
10	yi-9b	√	√	√	√	√	https://huggingface.co/01-ai/Yi-9B
11	yi-34b	√	√	√	√	√	https://huggingface.co/01-ai/Yi-34B-Chat
12	deepseek-llm-7b	√	x	x	x	x	https://huggingface.co/deepseek-ai/deepseek-llm-7b-chat
13	deepseek-coder-33b-instruct	√	x	x	x	x	https://huggingface.co/deepseek-ai/deepseek-coder-33b-instruct
14	deepseek-llm-67b	√	x	x	x	x	https://huggingface.co/deepseek-ai/deepseek-llm-67b-chat
15	qwen-7b	√	√	√	√	x	https://huggingface.co/Qwen/Qwen-7B-Chat
16	qwen-14b	√	√	√	√	x	https://huggingface.co/Qwen/Qwen-14B-Chat
17	qwen-72b	√	√	√	√	x	https://huggingface.co/Qwen/Qwen-72B-Chat
18	qwen1.5-0.5b	√	√	√	√	x	https://huggingface.co/Qwen/Qwen1.5-0.5B-Chat
19	qwen1.5-7b	√	√	√	√	x	https://huggingface.co/Qwen/Qwen1.5-7B-Chat
20	qwen1.5-1.8b	√	√	√	√	x	https://huggingface.co/Qwen/Qwen1.5-1.8B-Chat
21	qwen1.5-14b	√	√	√	√	x	https://huggingface.co/Qwen/Qwen1.5-14B-Chat
22	qwen1.5-32b	√	√	√	√	x	https://huggingface.co/Qwen/Qwen1.5-32B/tree/main
23	qwen1.5-72b	√	√	√	√	x	https://huggingface.co/Qwen/Qwen1.5-72B-Chat
24	qwen1.5-110b	√	√	√	√	x	https://huggingface.co/Qwen/Qwen1.5-110B-Chat
25	qwen2-0.5b	√	√	√	√	x	https://huggingface.co/Qwen/Qwen2-0.5B-Instruct
26	qwen2-1.5b	√	√	√	√	x	https://huggingface.co/Qwen/Qwen2-1.5B-Instruct
27	qwen2-7b	√	√	x	√	x	https://huggingface.co/Qwen/Qwen2-7B-Instruct
28	qwen2-72b	√	√	√	√	x	https://huggingface.co/Qwen/Qwen2-72B-Instruct
29	baichuan2-7b	√	x	x	√	x	https://huggingface.co/baichuan-inc/Baichuan2-7B-Chat
30	baichuan2-13b	√	x	x	√	x	https://huggingface.co/baichuan-inc/Baichuan2-13B-Chat
31	gemma-2b	√	x	x	x	x	https://huggingface.co/google/gemma-2b
32	gemma-7b	√	x	x	x	x	https://huggingface.co/google/gemma-7b
33	chatglm2-6b	√	x	x	x	x	https://huggingface.co/THUDM/chatglm2-6b
34	chatglm3-6b	√	x	x	x	x	https://huggingface.co/THUDM/chatglm3-6b
35	glm-4-9b	√	x	x	x	x	https://huggingface.co/THUDM/glm-4-9b-chat
36	mistral-7b	√	x	x	x	x	https://huggingface.co/mistralai/Mistral-7B-v0.1
37	mixtral-8x7b	√	x	x	x	x	https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1
38	falcon-11b	√	x	x	x	x	https://huggingface.co/tiiuae/falcon-11B/tree/main
39	qwen2-57b-a14b	√	x	x	x	x	https://huggingface.co/Qwen/Qwen2-57B-A14B-Instruct
40	llama3.1-8b	√	√	√	√	x	https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct
41	llama3.1-70b	√	√	√	√	x	https://huggingface.co/meta-llama/Meta-Llama-3.1-70B-Instruct
42	llama-3.1-405B	√	√	x	x	x	https://huggingface.co/hugging-quants/Meta-Llama-3.1-405B-Instruct-AWQ-INT4
43	llava-1.5-7b	√	x	x	x	x	https://huggingface.co/llava-hf/llava-1.5-7b-hf/tree/main
44	llava-1.5-13b	√	x	x	x	x	https://huggingface.co/llava-hf/llava-1.5-13b-hf/tree/main
45	llava-v1.6-7b	√	x	x	x	x	https://huggingface.co/llava-hf/llava-v1.6-vicuna-7b-hf/tree/main
46	llava-v1.6-13b	√	x	x	x	x	https://huggingface.co/llava-hf/llava-v1.6-vicuna-13b-hf/tree/main
47	llava-v1.6-34b	√	x	x	x	x	llava-hf/llava-v1.6-34b-hf at main (huggingface.co)
48	internvl2-26B	√	x	x	x	x	OpenGVLab/InternVL2-26B at main (huggingface.co)
49	MiniCPM-v2.6	√	x	x	x	x	https://huggingface.co/openbmb/MiniCPM-V-2_6/tree/main
50	deepseek-v2-236b	x	x	√	x	x	https://huggingface.co/deepseek-ai/DeepSeek-V2
51	deepseek-v2-lite-16b	√	x	√	x	x	https://huggingface.co/deepseek-ai/DeepSeek-V2-Lite