Top TRANSFORM GitHub Repositories & Tools (2026)

Learn it. Build it. Ship it for others.

SGLang is a high-performance serving framework for large language models and multimodal models.

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)

Port of OpenAI's Whisper model in C/C++

A high-throughput and memory-efficient inference and serving engine for LLMs

🤗 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

A framework for efficient model inference with omni-modality models

cuDNN Frontend is NVIDIA's modern, open-source entry point to the cuDNN library and a growing collection of high-performance open-source kernels.

MLX-VLM is a package for inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

OpenVINO™ is an open source toolkit for optimizing and deploying AI inference

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

Apache Camel is an open source integration framework with 350+ connectors. Write routes in Java, YAML, or XML. Run on Spring Boot, Quarkus, or standalone. Apache License 2.0.

Jetpack Media3 support libraries for media use cases, including ExoPlayer, an extensible media player for Android

AI API gateway that ends manual channel switching with smart routing, auto failover, exponential cooldown, multi-URL scheduling, live request monitoring and soft-error detection.

A typescript-go toolchain, with evidence graph