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Fine Tuning GitHub Repositories

Explore popular GitHub repositories tagged “fine-tuning”.

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Trending Repositories

hiyouga/LlamaFactory

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

Python74,1959,077
unslothai/unsloth

Local UI to run and train LLMs and diffusion models, including Qwen3.8, Kimi K3, MiniMax-H3, Gemma 4, DeepSeek-V4, FLUX and more.

Python73,4296,627
run-llama/llama_index

LlamaIndex is the leading document agent and OCR platform

Python51,7227,955
QwenAudio/CosyVoice

Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.

Python22,8072,629
huggingface/peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Python21,5582,437
ConardLi/easy-dataset

A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval

JavaScript14,7941,523
bentoml/OpenLLM

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

Python12,497831
axolotl-ai-cloud/axolotl

Go ahead and axolotl questions

Python12,3711,409
ludwig-ai/ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

Python11,7481,217
oumi-ai/oumi

Easily fine-tune, evaluate and deploy Qwen, Gemma, or any open weight LLM!

Python9,378784
cloneofsimo/lora

Using Low-rank adaptation to quickly fine-tune diffusion models.

Jupyter Notebook7,548495
flyteorg/flyte

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

Go7,208871
vllm-project/semantic-router

A programmable Mixture-of-Models router for heterogeneous LLM inference

Go5,175819
h2oai/h2o-llmstudio

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

Python5,168553
Kiln-AI/Kiln

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

Python5,026374
LLMBook-zh/LLMBook-zh.github.io

《大语言模型》作者:赵鑫,李军毅,周昆,唐天一,文继荣

Python4,540346
predibase/lorax

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

Python3,825326
ZhaoJ9014/face.evoLVe

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

Python3,587760
AIDotNet/OpenDeepWiki

OpenDeepWiki is the open-source version of the DeepWiki project, aiming to provide a powerful knowledge management and collaboration platform. The project is mainly developed using C# and TypeScript, supporting modular design, and is easy to expand and customize.

C#3,532450
sentient-agi/OML-1.0-Fingerprinting

OML 1.0 via Fingerprinting: Open, Monetizable, and Loyal AI

Python3,500232
aiming-lab/MetaClaw

🦞 Just talk to your agent — it learns and EVOLVES 🧬.

Python3,485454
Nerogar/OneTrainer

OneTrainer is a one-stop solution for all your Diffusion training needs.

Python3,168322
dbiir/UER-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Python3,112520
decodingai-magazine/second-brain-ai-assistant-course

Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.

Jupyter Notebook3,043522
ashishpatel26/LLM-Finetuning

LLM Finetuning with peft

Jupyter Notebook2,978770
bghira/SimpleTuner

A general fine-tuning kit geared toward image/video/audio diffusion models.

Python2,900288
roboflow/maestro

streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL

Python2,693222
stochasticai/xTuring

Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

Python2,673211
amitshekhariitbhu/ai-engineering-interview-questions

Your Cheat Sheet for AI Engineering Interview – Questions and Answers.

Markdown2,548464
pykeio/ort

Fast ML inference & training for ONNX models in Rust

Rust2,455259
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