Top Fine-tuning repositories on GitHub

Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.

• fine-tuning
• llama
• llms
• gemma
• unsloth
• llm

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

• fine-tuning
• llama
• llm
• peft
• transformers
• rlhf

LlamaIndex is the document processing platform for AI

• agents
• application
• data
• fine-tuning
• framework
• llamaindex

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

• audio-generation
• gpt-4o
• text-to-speech
• tts
• cantonese
• chatbot

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

• adapter
• diffusion
• llm
• parameter-efficient-learning
• python
• pytorch

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

• dataset
• javascript
• llm
• fine-tuning
• rag

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

• llm
• llmops
• model-inference
• fine-tuning
• llm-serving
• llama

Go ahead and axolotl questions

• fine-tuning
• llm

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

• deep-learning
• deeplearning
• deep
• learning
• machine-learning
• machinelearning

Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!

• dpo
• fine-tuning
• inference
• llama
• llms
• sft

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

• python
• fine-tuning
• gguf
• huggingface
• llm
• lora

Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)

• flyte
• machine-learning
• golang
• scale
• workflow
• data-science

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

• diffusion
• lora
• stable-diffusion
• dreambooth
• fine-tuning

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

• ai
• chatbot
• chatgpt
• fine-tuning
• finetuning
• generative

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

• ai
• chain-of-thought
• collaboration
• dataset-generation
• fine-tuning
• machine-learning

《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣

• artificial-intelligence
• deep-learning
• deep-neural-networks
• deep-reinforcement-learning
• fine-tuning
• language-model

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

• ai
• deep-learning
• generative-ai
• llmops
• machine-learning
• mlops

Open Source Data Security Platform for Developers to Monitor and Detect PII, Anonymize Production Data and Sync it across environments.

• docker
• golang
• synthetic-data
• benthos
• etl
• orchestration

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

• fine-tuning
• gpt
• llama
• llm
• llm-inference
• llm-serving