// Train & fine-tune
DeepSpeedv0.19.8
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Open source Maintained For developers
IN ONE PARAGRAPH
DeepSpeed is deepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Good for: Developers and teams who want to train & fine-tune.
01How to start
- 1Read the official quick-start (link above).
- 2Install from the official package registry:
pip install deepspeed - 3Try it on a small example before wiring it into a project.
02Alternatives & comparison
Compare side by side → PyTorch Tensors and Dynamic neural networks in Python with strong GPU acceleration ★ 105k transformers 🤗 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. ★ 168k keras Deep Learning for humans ★ 64k pytorch-lightning Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes. ★ 31k datasets 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools ★ 22k