Chinese-LLaMA-Alpaca

by ymcui · AI

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

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AIAI ApplicationPythonShell
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About this project

Chinese-LLaMA-Alpaca-3项目启动! 🇨🇳中文 🌐English 📖文档/Docs ❓提问/Issues 💬讨论/Discussions ⚔️竞技场/Arena 本项目开源了中文LLaMA模型和指令精调的Alpaca大模型,以进一步促进大模型在中文NLP社区的开放研究。这些模型在原版LLaMA的基础上扩充了中文词表并使用了中文数据进行二次预训练,进一步提升了中文基础语义理解能力。同时,中文Alpaca模型进一步使用了中文指令数据进行精调,显著提升了模型对指令的理解和执行能力。 技术报告(V2):[[Cui, Yang, and Yao] Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca](https://arxiv.org/abs/2304.08177) 本项目主要内容: — 🚀 针对原版LLaMA模型扩充了中文词表,提升了中文编解码效率 — 🚀 开源了使用中文文本数据预训练的中文LLaMA以及经过指令精调的中文Alpaca — 🚀 开源了预训练脚本、指令精调脚本,用户可根据需要进一步训练模型 — 🚀 快速使用笔记本电脑(个人PC)的CPU/GPU本地量化和部署体验大模型 — 🚀 支持🤗transformers, llama.cpp, text-generation-webui, LlamaChat, LangChain, privateGPT等生态 —…

Technologies

ShellPythonlarge-language-modelsalpacaalpaca-2

Project health

Low recent activity
Last update4 months ago
Contributors10
Latest releasev5.0
Open issues & PRs5
LicenseApache-2.0
On GitHubsince 2023

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