Project comparison
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Deepspeed has the larger GitHub footprint with 42.3K stars.
Awesome Production Machine Learning is currently growing faster at 0 stars this week.
Deepspeed has the stronger health score at 63/100.
| Signal | Awesome Production Machine Learning | Deepspeed |
|---|---|---|
| GitHub stars | 20.5K | 42.3K |
| Weekly growth | 0 | 0 |
| Health score | 43 | 63 |
| Contributors | 203 | 458 |
| Commits per week | 1.6 | 6.0 |
| Open issues | 22 | 1.3K |
| Language | N/A | Python |
| License | MIT | Apache-2.0 |
| Last commit | 23h ago | 19h ago |
| Last release | release-2026-05-01 | v0.19.0 |
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