Top Python 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

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

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

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

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

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

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

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

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

• bert
• pre-training
• fine-tuning
• gpt
• chinese
• natural-language-processing

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

• fine-tuning
• lora
• training
• image-model-training

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

• diffusers
• diffusion-models
• fine-tuning
• flux-dev
• machine-learning
• stable-diffusion

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

• captioning
• fine-tuning
• florence-2
• multimodal
• objectdetection
• paligemma

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

• deep-learning
• fine-tuning
• gpt-2
• gpt-j
• llama
• llm

A simple, performant and scalable Jax LLM!

• large-language-models
• llm
• gpt
• deepseek
• fine-tuning
• gemma2

Vendor-agnostic orchestration for training, inference and agentic workloads across NVIDIA, AMD, TPU, and Tenstorrent on clouds, Kubernetes, and bare metal.

• machine-learning
• python
• gpu
• llms
• cloud
• orchestration