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Project comparison
Swanlab vs Colossalai
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
Swanlab
⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.
3.9K
Stars
0
Weekly
55/100
Health
Colossalai
Making large AI models cheaper, faster and more accessible
41.4K
Stars
0
Weekly
45/100
Health
Quick Take
Adoption
Colossalai has the larger GitHub footprint with 41.4K stars.
Momentum
Swanlab is currently growing faster at 0 stars this week.
Maintenance
Swanlab has the stronger health score at 55/100.
Side-by-side Metrics
| Signal | Swanlab | Colossalai |
|---|---|---|
| GitHub stars | 3.9K | 41.4K |
| Weekly growth | 0 | 0 |
| Health score | 55 | 45 |
| Contributors | 39 | 199 |
| Commits per week | 8.3 | 0.2 |
| Open issues | 69 | 499 |
| Language | Python | Python |
| License | Apache-2.0 | Apache-2.0 |
| Last commit | 1d ago | 22h ago |
| Last release | v0.7.17 | v0.5.0 |
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