ChatGLM Fine-Tuning LLM Tools

Tools and frameworks for fine-tuning, adapting, and optimizing ChatGLM and related open-source LLMs (including multimodal variants) for specific tasks and domains. Does NOT include general LLM training from scratch, non-ChatGLM model tuning, or inference optimization for unmodified models.

There are 35 chatglm fine-tuning tools tracked. 4 score above 50 (established tier). The highest-rated is hoochanlon/hamuleite at 68/100 with 9,365 stars. 1 of the top 10 are actively maintained.

Get all 35 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=llm-tools&subcategory=chatglm-fine-tuning&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	hoochanlon/hamuleite 🏔️国立台湾大学、新加坡国立大学、早稻田大学、东京大学，中央研究院（台湾）以及中国重点高校及科研机构，社科、经济、数学、博弈论、哲学、系统工程类学术论文等知识库。	68	Established	9,365	Python
2	yuanjie-ai/ChatLLM 轻松玩转LLM兼容openai&langchain，支持文心一言、讯飞星火、腾讯混元、智谱ChatGLM等	60	Established	449	Jupyter Notebook
3	JiauZhang/chatchat Large Language Models Python API	51	Established	9	Python
4	cambrian-mllm/cambrian Cambrian-1 is a family of multimodal LLMs with a vision-centric design.	50	Established	1,990	Python
5	mymusise/ChatGLM-Tuning 基于ChatGLM-6B + LoRA的Fintune方案	47	Emerging	3,758	Python
6	li-plus/chatglm.cpp C++ implementation of ChatGLM-6B & ChatGLM2-6B & ChatGLM3 & GLM4(V)	47	Emerging	2,960	C++
7	zai-org/ChatGLM2-6B ChatGLM2-6B: An Open Bilingual Chat LLM \| 开源双语对话语言模型	47	Emerging	15,645	Python
8	zai-org/VisualGLM-6B Chinese and English multimodal conversational language model \| 多模态中英双语对话语言模型	46	Emerging	4,169	Python
9	THUDM/WebGLM WebGLM: An Efficient Web-enhanced Question Answering System (KDD 2023)	45	Emerging	1,606	Python
10	RUC-GSAI/YuLan-Chat YuLan: An Open-Source Large Language Model	43	Emerging	637	Python
11	BAAI-DCAI/Bunny A family of lightweight multimodal models.	43	Emerging	1,052	Python
12	lupantech/chameleon-llm Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large...	43	Emerging	1,142	Jupyter Notebook
13	ypwhs/CreativeChatGLM 👋 欢迎来到 ChatGLM 创意世界！你可以使用修订和续写的功能来生成创意内容！	42	Emerging	250	Python
14	X-D-Lab/MindChat 🐋MindChat（漫谈）——心理大模型：漫谈人生路, 笑对风霜途	42	Emerging	702	Python
15	irlab-sdu/fuzi.mingcha 夫子•明察司法大模型是由山东大学、浪潮云、中国政法大学联合研发，以 ChatGLM...	41	Emerging	370	Python
16	0x1881/collama Collama - Run Ollama Models on Google Colab	39	Emerging	7	Jupyter Notebook
17	liucongg/ChatGLM-Finetuning 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	39	Emerging	2,782	Python
18	yongzhuo/chatglm-maths chatglm-6b微调/LORA/PPO/推理, 样本为自动生成的整数/小数加减乘除运算, 可gpu/cpu	39	Emerging	165	Python
19	PyThaiNLP/WangChanGLM WangChanGLM 🐘 - The Multilingual Instruction-Following Model	35	Emerging	95	Jupyter Notebook
20	amazon-science/dstc12-controllable-conversational-theme-detection Data & code for DSTC12, Controllable Conversational Theme Detection track	34	Emerging	9	Python
21	PeterH0323/ancient-chat-llm ancient-chat-llm: A LLM which is proficient in Chinese culture 古语说：一个精通中国文化的大模型	33	Emerging	48	Python
22	morsoli/llm-books 利用LLM构建应用实践笔记	33	Emerging	768	Python
23	Nwokike/igbo-bilingual-chat Colab notebook and source code used to fine-tune Microsoft's Phi-3-mini to...	28	Experimental	1	Jupyter Notebook
24	wjianxz/AlphaStarLaw 中文法律大模型训练、调优、性能评估，法智先锋智能体	25	Experimental	3	Python
25	ua-datalab/DLWorkshops UArizona DataLab Workshops	24	Experimental	1	Jupyter Notebook
26	stylellm/stylellm_chat 通用大模型 × 文风大模型 = 多样化风格的聊天机器人	24	Experimental	52	Jupyter Notebook
27	MoeinAbtahi/WALL WALL*: A Web Application for Automated Quality Assurance using Large Language Models	22	Experimental	3	Python
28	ParthaPRay/Ollama_GoogleColab_colabxterm_langchain This repo contains a code that uses colabxterm and langchain community...	20	Experimental	13	Jupyter Notebook
29	NJU-LegalAI/Legal-ChatGLM 基于中文法律知识的ChatGLM指令微调	19	Experimental	44	—
30	theelderemo/ollama-google-colab Full ollama stack on google colab using Gradio as a UI	17	Experimental	—	Jupyter Notebook
31	LindiaC/ChatGLM2-With-Rua-Tutorial 无需预算，使用你的个人数据克隆自己——赛博飞升！Clone yourself by tuning a LLM using your own data.	15	Experimental	35	Jupyter Notebook
32	singhdivyank/llama2 Using open-source Llama2 as an alternate to OpenAI	15	Experimental	2	Python
33	lvoxx/vn-waifu-llm-dataset Dataset dùng dể train Waifu Chatbot bằng tiếng Việt.	12	Experimental	1	Jupyter Notebook
34	Carla-verwijs/hlt-labs Labs for Human Language Technology: chatbots, word embeddings, text...	11	Experimental	—	Jupyter Notebook
35	duyu09/Lexipolis-9B-Chat 政法智言大模型v1.0（Lexipolis-9B-Chat）	11	Experimental	2	—

Comparisons in this category

ChatGLM2-6B and VisualGLM-6B (47 vs 46) chatglm.cpp and ChatGLM2-6B (47 vs 47) ChatLLM and ChatGLM2-6B (60 vs 47) chatchat and ChatGLM2-6B (51 vs 47) ChatGLM-Tuning and ChatGLM-Finetuning (47 vs 39) ChatLLM and MindChat (60 vs 42)