DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
DeepSpeed scores 7.7/10 (Strong) in Fine-Tuning.
Language Python License Apache-2.0 Stars 42.6k★ Type library Self-host Yes Repo deepspeedai/DeepSpeed Homepage https://www.deepspeed.ai
Quality
Strong 7.7
Adoption 66
Activity 80
Maturity 100
Community 68
Capability 50
Show the math
Overall 7.7/10
value = 7.7/10
score = value
Adoption 6.9/10
value = 65.7/100
score = 1 + 9 * value / 100
Activity 8.2/10
value = 80/100
score = 1 + 9 * value / 100
Maturity 10/10
value = 100/100
score = 1 + 9 * value / 100
Community 7.1/10
value = 68/100
score = 1 + 9 * value / 100
Capability 5.5/10
value = 50/100
score = 1 + 9 * value / 100
Key metrics
42.6k★ GitHub stars
97/90d Recent commits
41 devs/90d Recent contributors
6.4y Project age
active Last commit
Gotchas
No gotchas documented yet. Contribute one if you know a constraint we missed.
Labels
- Self-hosted
Self-hosted
You deploy and operate it yourself; there is no hosted option here.
zero distributed memory-efficient rlhf training