Top Fine-tuning repositories on GitHub

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

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

Web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.

• fine-tuning
• llama
• llms
• mistral
• gemma
• llama3

LlamaIndex is the leading document agent and OCR platform

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

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

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

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

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

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, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM!

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

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

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

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

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

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

System Level Intelligent Router for Mixture-of-Models at Cloud, Data Center and Edge

• bert-classification
• golang
• huggingface-candle
• huggingface-transformers
• mixture-of-models
• pii-detection

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

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

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

• chatglm
• chatgpt
• fine-tuning
• lora
• alpaca
• peft

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

• pytorch
• face-recognition
• face-detection
• face-alignment
• face-landmark-detection
• model-training

AI Agent that handles engineering tasks end-to-end: integrates with developers’ tools, plans, executes, and iterates until it achieves a successful result.

• fine-tuning
• self-hosted
• developer-tools
• open-source
• rag
• vscode

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

• oml
• fine-tuning
• fingerprint
• loyalty
• sentient
• verifiable-ai

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

• bytewax
• comet-ml
• huggingface
• mlops
• qdrant
• transformers

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

• agent
• ai-agent
• fine-tuning
• llm
• lora
• metaclaw