fine-tuning

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

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

LlamaIndex is the leading document agent and OCR platform

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

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

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

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

Go ahead and axolotl questions

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

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

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

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

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

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

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

《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣

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

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

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.

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

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

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

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

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

LLM Finetuning with peft

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

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

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

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

Fast ML inference & training for ONNX models in Rust