Decision Workspace
pmetal-mhc vs hermes-llm vs oxigdal-ml-foundation
Side-by-side comparison of Rust crates
48
pmetal-mhc
experimentalv0.5.0
Manifold-Constrained Hyper-Connections (mHC) for stable deep network training
55
hermes-llm
experimentalv1.8.34
LLM training from scratch using Candle
58
oxigdal-ml-foundation
experimentalv0.1.5
Deep learning training infrastructure and model architectures for OxiGDAL - Transfer learning, training loops, optimizers, and augmentation
Core Metrics
| pmetal-mhc | hermes-llm | oxigdal-ml-foundation | |
|---|---|---|---|
| Health Score | 48 | 55 | 58 |
| Total Downloads | 351 | 2.6K | 83 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 19 | 0 | 0 |
| Releases | 19 | 188 | 6 |
| Last Updated | 17d ago | 48d ago | 4d ago |
| Age | 2m | 3m | 3m |
Health Breakdown
pmetal-mhc
Maintenance
12
Quality
13
Community
10
Popularity
3
Documentation
10
hermes-llm
Maintenance
17
Quality
17
Community
5
Popularity
4
Documentation
12
oxigdal-ml-foundation
Maintenance
22
Quality
13
Community
6
Popularity
2
Documentation
15
Technical Details
| pmetal-mhc | hermes-llm | oxigdal-ml-foundation | |
|---|---|---|---|
| Version | 0.5.0 | 1.8.34 | 0.1.5 |
| Stable (≥1.0) | ✗ No | ✓ Yes | ✗ No |
| License | MIT OR Apache-2.0 | MIT | Apache-2.0 |
| Dependencies | 17 | 24 | 25 |
| Crate Size | 43KB | 62KB | 108KB |
| Features | 3 | 7 | 5 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2024 | 2024 |
| MSRV | — | 1.92 | 1.85 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •oxigdal-ml-foundation leads with a health score of 58/100, but none of the options score above 80.
- •hermes-llm has the most downloads (2.6K), suggesting wider adoption.
- •pmetal-mhc, oxigdal-ml-foundation are pre-1.0 — API may change.