Download
Alpa is a system for training and serving large-scale neural networks. Scaling neural networks to hundreds of billions of parameters has enabled dramatic breakthroughs such as GPT-3, but training and serving these large-scale neural networks require complicated distributed system techniques. Alpa aims to automate large-scale distributed training and serving with just a few lines of code.
Features
- Automatic Parallelization
- Excellent Performance
- Tight Integration with Machine Learning Ecosystem
- Alpa automatically parallelizes users' single-device code on distributed clusters with data, operator, and pipeline parallelism
- Alpa achieves linear scaling on training models with billions of parameters on distributed clusters.
- Alpa is backed by open-source, high-performance, and production-ready libraries such as Jax, XLA, and Ray.
Project Samples
License
Apache License V2.0Follow Alpa
Other Useful Business Software
Our Free Plans just got better! | Auth0
You asked, we delivered! Auth0 is excited to expand our Free and Paid plans to include more options so you can focus on building, deploying, and scaling applications without having to worry about your security. Auth0 now, thank yourself later.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of Alpa!
