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hiyouga /LLaMA-Factory

Star44.5k

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

agent ai transformers moe llama gpt lora quantization language-model mistral fine-tuning peft large-language-models llm rlhf instruction-tuning chatglm qlora qwen llama3

UpdatedMar 17, 2025
Python

chatchat-space /Langchain-Chatchat

Star34.2k

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

chatbot llama gpt knowledge-base embedding faiss rag milvus streamlit llm chatgpt langchain chatglm fastchat retrieval-augmented-generation ollama qwen langchain-chatglm chatchat xinference

UpdatedNov 29, 2024
TypeScript

HqWu-HITCS /Awesome-Chinese-LLM

Star18.9k

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

nlp chinese llama awesome-lists llm chatglm

UpdatedSep 19, 2024

THUDM /ChatGLM2-6B

Star15.8k

ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

large-language-models llm chatglm chatglm-6b

UpdatedJun 27, 2024
Python

GaiZhenbiao /ChuanhuChatGPT

Star15.4k

GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI.

spark chatbot gemini llama minimax moss gemma claude ernie midjourney chatgpt-api chatglm stablelm ollama qwen dalle3 inspurai

UpdatedMar 13, 2025
Python

datawhalechina /self-llm

Star13.8k

《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程

lora llm chatglm qwen chatglm3 internlm2 minicpm qwen2 qwen1-5 glm-4 gemma-2b-it llama3 q-wen

UpdatedMar 17, 2025
Jupyter Notebook

EmbraceAGI /awesome-chatgpt-zh

Star11k

ChatGPT 中文指南🔥，ChatGPT 中文调教指南，指令指南，应用开发指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up! 🚀

awesome tools ai prompt agi openai awesome-list deeplearning gpt claude gpt-4 prompt-engineering chatgpt chat-gpt langchain chatgpt3 openai-chatgpt chatgpt35-turbo chatglm

UpdatedNov 5, 2024
Python

xorbitsai /inference

Star7.1k

Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop.

machine-learning deployment inference pytorch artificial-intelligence llama whisper gemma mistral openai-api llm flan-t5 chatglm llamacpp vllm ggml wizardlm qwen llama3 glm4

UpdatedMar 17, 2025
Python

yangjianxin1 /Firefly

Star6.3k

Firefly: 大模型训练工具，支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

llama gpt lora gemma alpaca zephyr mistral peft aquila baichuan llm chatglm qlora internlm llama2 qwen mixtral minicpm qwen2 llama3

UpdatedOct 24, 2024
Python

THUDM /GLM-4

Star6k

GLM-4 series: Open Multilingual Multimodal Chat LMs | 开源多语言多模态对话模型

glm chatglm chatglm-6b glm-4 glm4

UpdatedMar 7, 2025
Python

lich0821 /WeChatFerry

Star5.7k

微信机器人，可接入DeepSeek、Gemini、ChatGPT、ChatGLM、讯飞星火、Tigerbot等大模型。微信 hook WeChat Robot Hook.

hook robot gemini wechat chatgpt chatglm

UpdatedMar 17, 2025
C++

mymusise /ChatGLM-Tuning

Star3.8k

基于ChatGLM-6B + LoRA的Fintune方案

lora peft chatgpt chatglm

UpdatedNov 25, 2023
Python

hiyouga /ChatGLM-Efficient-Tuning

Star3.7k

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

transformers pytorch lora language-model alpaca fine-tuning peft huggingface chatgpt rlhf chatglm qlora chatglm2

UpdatedOct 12, 2023
Python

li-plus /chatglm.cpp

Star3k

C++ implementation of ChatGLM-6B & ChatGLM2-6B & ChatGLM3 & GLM4(V)

nlp large-language-models chatglm chatglm2 codegeex2-6b chatglm3 glm4

UpdatedJul 31, 2024
C++

liucongg /ChatGLM-Finetuning

Star2.7k

基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等

freeze lora p-tuning chatgpt chatglm chatglm2 chatglm3

UpdatedDec 12, 2023
Python

PhoebusSi /Alpaca-CoT

Star2.7k

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

tabular-data pytorch llama lora moss alpaca cot tabul tabular-model p-tuning llm parameter-efficient chatgpt instruction-tuning chatglm

UpdatedDec 12, 2023
Jupyter Notebook

xusenlinzy /api-for-open-llm

Star2.4k

Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, Xverse, SqlCoder, CodeLLaMA, ChatGLM, ChatGLM2, ChatGLM3 etc. 开源大模型的统一后端接口

nlp docker openai llama baichuan llms langchain chatglm internlm llama2 qwen xverse sqlcoder code-llama