CODE LLM
Model | 参数 | 模型大小 | 模型准确率（Pass@1） | 发布时间 | License | 机构 | GPU消耗 | Respository |
CodeGen-16B-multi | 160亿 | 27.5G | 19.2 | 2022-04-01 | 免费商用授权 | https://huggingface.co/Salesforce/codegen-16B-multi/tree/mainhttps://github.com/salesforce/CodeGen | ||
CodeGeeX-13B | 130亿 | 22.9 | 2022-09-30 | 开源 | 清华大学 | https://github.com/THUDM/CodeGeeX | ||
Codex-12B | 120亿 | 28.8 | 不开源 | OpenAI | ||||
CodeT5Plus-16B-mono | 160亿 | 41GB | 30.9 | 2023-05-13 | 免费商用授权 | https://github.com/salesforce/CodeT5https://huggingface.co/Salesforce/codet5p-16b | ||
Code-Cushman-001 | 33.5 | 不开源 | OpenAI | |||||
LLaMA-65B | 650亿 | 120GB | 23.7 | 2023-02-24 | 开源不可商用 | Meta | ||
LLaMA2-70B | 700亿 | 129GB | 29.9 | 2023-07-18 | 免费商用授权 | Meta | https://github.com/facebookresearch/llamahttps://huggingface.co/meta-llama/Llama-2-70b | |
CodeGen2.5-7B-mono | 70亿 | 27GB | 33.4 | 2023-07-07 | 免费商用授权 | https://github.com/salesforce/CodeGenhttps://huggingface.co/Salesforce/codegen25-7b-multi | ||
StarCoder-15B | 150亿 | 64GB | 33.2 | 2023-05-05 | 免费商用授权 | BigCode | https://huggingface.co/bigcode/starcoderhttps://github.com/bigcode-project/starcoder/tree/main | |
CodeGeeX2-6B | 60亿 | 12.5GB | 35.9 | 2023-07-25 | 免费商用授权 | 清华大学 | GPU>13G 内存14G | |
GPT-3.5 - OpenAI- 175B | 1750亿 | 48.1 | 2022-11-30 | 不开源 | OpenAI | |||
WizardCoder-15B | 150亿 | 31GB | 57.3 | 2023-06-14 | 免费商用授权 | 微软 | 内存40G | |
PanGu-Coder2-150B | 1500亿 | 61.64 | 2023-07-27 | 不开源 | 华为 | |||
GPT-4 - OpenAI-175B | 1750亿 | 67.0 | 2023-03-14 | 不开源 | OpenAI | |||
Qwen-7B | 70亿 | 15.4GB | 2023-08-03 | 免费商用授权 | 阿里 | GPU> 23g | Qwen/Qwen-7B · Hugging Face https://github.com/QwenLM/Qwen-7B | |
ChatGLM-6B | 62亿 | 8GB | 2023-03-14 | 清华大学 | https://github.com/THUDM/ChatGLM-6B https://huggingface.co/THUDM/chatglm-6b |
reference:
https://github.com/abacaj/code-eval
Chatbot Arena Leaderboard - a Hugging Face Space by lmsys
https://huggingface.co/WizardLM/WizardLM-30B-V1.0
https://github.com/QwenLM/Qwen-7B
https://github.com/THUDM/ChatGLM2-6B
标签：CODE,co,https,huggingface,github,LLM,商用,com,对比 From： https://blog.51cto.com/u_15564034/8298244