An extremely fast Python linter and code formatter, written in Rust.

An extremely fast Python package and project manager, written in Rust.

An extremely fast Python linter and code formatter, written in Rust.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Supercharge Your Model Training

A safe, extensible ORM and Query Builder for Rust

HTTP routing and request-handling library for Rust that focuses on ergonomics and modularity

The Kraken build system.

🤗 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.

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

Visual Studio Code

Drogon: A C++14/17/20 based HTTP web application framework running on Linux/macOS/Unix/Windows