Top TRANSFORMERS GitHub Repositories & Tools (2026)

Learn it. Build it. Ship it for others.

21 Lessons, Get Started Building with Generative AI

Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating, welcome any issue and PR request)

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

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

A native .NET LLM inference engine and agent runtime for GGUF models. TensorSharp provides a console application, a web-based chatbot interface, iPhone App, and Ollama/OpenAI-compatible HTTP APIs for programmatic access. It supports Windows/MacOS/iOS/Linux with full GPU capability

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

Open source real-time translation app for Android that runs locally

On-device Speech AI for Apple Silicon