Decision Workspace
vsa-optim-rs vs tensorlogic-train vs trustformers-training
Side-by-side comparison of Rust crates
51
vsa-optim-rs
experimentalv0.1.1
Deterministic training optimization using VSA compression and closed-form gradient prediction
54
tensorlogic-train
experimentalv0.1.0-rc.1
Training loops, loss composition, and optimization schedules for TensorLogic
54
trustformers-training
experimentalv0.1.0
Training infrastructure for TrustformeRS
Core Metrics
| vsa-optim-rs | tensorlogic-train | trustformers-training | |
|---|---|---|---|
| Health Score | 51 | 54 | 54 |
| Total Downloads | 348 | 324 | 152 |
| 30d Downloads | 97 | 140 | 46 |
| Dependents | 12 | 4 | 1 |
| Releases | 2 | 4 | 4 |
| Last Updated | 62d ago | 21d ago | 6d ago |
| Age | 2m | 4m | 4m |
Health Breakdown
vsa-optim-rs
Maintenance
10
Quality
14
Community
9
Popularity
3
Documentation
15
tensorlogic-train
Maintenance
21
Quality
12
Community
8
Popularity
3
Documentation
10
trustformers-training
Maintenance
19
Quality
12
Community
7
Popularity
3
Documentation
13
Technical Details
| vsa-optim-rs | tensorlogic-train | trustformers-training | |
|---|---|---|---|
| Version | 0.1.1 | 0.1.0-rc.1 | 0.1.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT | Apache-2.0 | Apache-2.0 |
| Dependencies | 9 | 21 | 20 |
| Crate Size | 57KB | 291KB | 391KB |
| Features | 2 | 2 | 4 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | 1.92 | — | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •tensorlogic-train leads with a health score of 54/100, but none of the options score above 80.
- •vsa-optim-rs has the most downloads (348), suggesting wider adoption.