Top FINE GitHub Repositories & Tools (2026)

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

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

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

A high performance and flexible authorization/permission engine built for developers and inspired by Google Zanzibar

LlamaIndex is the document processing platform for AI

Train and serve LLMs at extreme speed and massive throughput.

Open-source local AI SDK - run AI on-device with no cloud, no API keys. Supports GGUF, RAG, image, music, and video generation, speech-to-text, P2P inference, and more. Cross-platform: Linux, macOS, Windows, Android, iOS.

Cerbos is an open-core authorization management platform for authorizing every identity and governing every action across applications, gateways, workloads, and AI agents.

🚀 Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support

A declarative, efficient, and flexible JavaScript library for building user interfaces.

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

WarpDrive is the lightweight data library for ambitious web apps — universal, typed, reactive, and ready to scale.

Ultrafast serverless GPU inference, sandboxes, and background jobs

A simple Minecraft modpack focusing on performance and graphics enhancements.

🏗️ Fine-tune, build, and deploy open-source LLMs easily!

An agent-first decompiler designed to be refined by other agents. Kuna is written in Rust and was originally ported from Ghidra.

Train Large Language Models on MLX.

'afm' command cli: macOS server and single prompt mode that exposes Apple's Foundation and MLX Models and other APIs running on your Mac through a single aggregated OpenAI-compatible API endpoint. Supports Apple Vision and single command (non-server) inference with piping as well . Now with Web Browser and local AI API aggregator

JS type check (TypeScript supported) functions like `isPlainObject() isArray()` etc. A simple & small integration.

Native amateur-radio workstation for FlexRadio (FLEX-6000/8000/Aurora) — Linux, macOS, Windows · Qt6 + C++20