ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

The Triton backend for the ONNX Runtime.

Efficient Triton Kernels for LLM Training

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

Large Language Model Text Generation Inference

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

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

Transformer related optimization, including BERT, GPT

LLM training code for MosaicML foundation models

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

A extension of Transformers library to include T5ForSequenceClassification class.

A flexible, high-performance serving system for machine learning models

Hermit manages isolated, self-bootstrapping sets of tools in software projects.

Hermit manages isolated, self-bootstrapping sets of tools in software projects.

Making text a first-class citizen in TensorFlow.

An Open Source Machine Learning Framework for Everyone

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO

Tink is a multi-language, cross-platform, open source library that provides cryptographic APIs that are secure, easy to use correctly, and hard(er) to misuse.

Open source platform for the machine learning lifecycle

Simple interface to read, organize, and manipulate structured data in files on local and cloud storage

TensorFlow Estimator