An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

Efficient Training for Big Models.

Making large AI models cheaper, faster, and more accessible.

Generative AI framework built for researchers and PyTorch developers working on Large Language Models (LLMs), Multimodal Models (MMs), Automatic Speech Recognition (ASR), Text to Speech (TTS), and Computer Vision (CV) domains.

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

Mesh TensorFlow: Model Parallelism Made Easier.