Titan AI LogoTitan AI

DeepSpeed

39,171
4,448
Python

项目描述

DeepSpeed is a deep learning optimization library designed to simplify distributed training and inference, offering efficiency and effectiveness with features like model parallelism, pipeline parallelism, and zero-redundancy optimization.

项目信息

创建于 1/23/2020
更新于 7/2/2025

分类

machine-learning-framework
ai-development-platform
model-compression

标签

open-source-community
distributed
development-tools
data-processing
research-frontier

主题

billion-parameters
compression
data-parallelism
deep-learning
gpu
inference
machine-learning
mixture-of-experts
model-parallelism
pipeline-parallelism
pytorch
trillion-parameters
zero