finetuning-llms 开源项目推荐（486 个）

adithya-s-k /AI-Engineering.academy

Mastering Applied AI, One Concept at a Time

e-p-armstrong /augmentoolkit

Create Custom LLMs

dvgodoy /FineTuningLLMs

Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"

llama-farm /llamafarm

Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes

GURPREETKAURJETHRA /END-TO-END-GENERATIVE-AI-PROJECTS

End to End Generative AI Industry Projects on LLM Models with Deployment_Awesome LLM Projects

oxbshw /LLM-Agents-Ecosystem-Handbook

用于构建、部署和了解LLM代理的一站式手册，包含60多个框架、教程、生态系统指南和评估工具。

Goekdeniz-Guelmez /mlx-lm-lora

Train Large Language Models on MLX.

scouzi1966 /maclocal-api

'afm' 命令 CLI：macOS 服务器和单提示符模式，通过一个聚合的 OpenAI 兼容 API 端点，暴露苹果的 Foundation 和 MLX 模型及其他 API，运行在你的 Mac 上。支持Apple Vision和单一命令（非服务器）推理，同时支持管道。现在有了网页浏览器和本地 AI API 聚合器

codelion /ellora

Enhancing LLMs with LoRA

yrom /finetune-index-tts

IndexTTS Fine-tuning notebooks

Itachi-Uchiha581 /Auto-Data

Auto Data is a library designed for quick and effortless creation of datasets tailored for fine-tuning Large Language Models (LLMs).

orca-gamedev /Simplifine

🚀 Easy, open-source LLM finetuning with one-line commands, seamless cloud integration, and popular optimization frameworks. ✨

scouzi1966 /vesta-mac-dist

Vesta macOS Distribution - Official releases and downloads.Vesta AI Chat Assistant for macOS - Built with SwiftUI, Swift MLX and Apple Intelligence using Apple's on device model on MacOs Tahoe (MacOS 26). Now with side-by-side Qwen3-VL for vison

AlphaPav /mem-kk-logic

On Memorization of Large Language Models in Logical Reasoning

Alg-Khlifa-Mouad-Iyad /GPT2-MathRiddle-Forge

Fine-Tuning GPT-2 for Math Riddles Generation with Transformers and TRL 2026

StudioFoysal /RiddleGen-FineTuned-GPT2

Math Riddle Generation 2026: Fine-Tuned GPT-2 for Automated Puzzle Solving

MonkWarrior08 /Dataset_Generator_for_Fine-tuning

A Streamlit app for generating high-quality Q&A training datasets from text and PDFs, leveraging Gemini, Claude, and OpenAI for LLM fine-tuning.

swiss-ai /apertus-finetuning-recipes

Fine-tuning Recipes for Apertus

wangermeng2021 /llm-webui

A Gradio web UI for Large Language Models. Supports LoRA/QLoRA finetuning,RAG(Retrieval-augmented generation) and Chat

neuralwork /instruct-finetune-mistral

Fine-tune Mistral 7B to generate fashion style suggestions