Decision Workspace
axonml-llm vs hermes-llm vs rusty-gradients
Side-by-side comparison of Rust crates
53
axonml-llm
experimentalv0.4.3
Large Language Model architectures for the Axonml ML framework
54
hermes-llm
experimentalv1.8.32
LLM training from scratch using Candle
50
rusty-gradients
experimentalv0.2.0
A full-stack deep learning framework in Rust for training and deploying Transformer models. Features multi-backend support (CPU/CUDA/Metal/WASM), 62x GPU acceleration, Safetensors serialization, and BPE tokenization.
Core Metrics
| axonml-llm | hermes-llm | rusty-gradients | |
|---|---|---|---|
| Health Score | 53 | 54 | 50 |
| Total Downloads | 275 | 2.6K | 683 |
| 30d Downloads | 103 | 382 | 5 |
| Dependents | 12 | 0 | 0 |
| Releases | 13 | 186 | 3 |
| Last Updated | 3d ago | today | 67d ago |
| Age | 2m | 2m | 7m |
Health Breakdown
axonml-llm
Maintenance
13
Quality
13
Community
9
Popularity
3
Documentation
15
hermes-llm
Maintenance
16
Quality
17
Community
5
Popularity
4
Documentation
12
rusty-gradients
Maintenance
15
Quality
13
Community
6
Popularity
3
Documentation
13
Technical Details
| axonml-llm | hermes-llm | rusty-gradients | |
|---|---|---|---|
| Version | 0.4.3 | 1.8.32 | 0.2.0 |
| Stable (≥1.0) | ✗ No | ✓ Yes | ✗ No |
| License | MIT OR Apache-2.0 | MIT | MIT |
| Dependencies | 16 | 24 | 26 |
| Crate Size | 92KB | 62KB | 129KB |
| Features | 2 | 7 | 15 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2024 | 2024 | 2021 |
| MSRV | 1.85 | 1.92 | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •hermes-llm leads with a health score of 54/100, but none of the options score above 80.
- •axonml-llm, rusty-gradients are pre-1.0 — API may change.