Decision Workspace
llms-from-scratch-rs vs axonml-llm vs rusty-gradients
Side-by-side comparison of Rust crates
40
llms-from-scratch-rs
growingv0.1.5
Rust (candle) code for Build a LLM From Scratch by Sebastian Raschka
53
axonml-llm
experimentalv0.4.3
Large Language Model architectures for the Axonml ML framework
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
| llms-from-scratch-rs | axonml-llm | rusty-gradients | |
|---|---|---|---|
| Health Score | 40 | 53 | 50 |
| Total Downloads | 7.8K | 275 | 683 |
| 30d Downloads | 13 | 130 | 5 |
| Dependents | 0 | 12 | 0 |
| Releases | 11 | 13 | 3 |
| Last Updated | 295d ago | 3d ago | 67d ago |
| Age | 1y 3m | 2m | 7m |
Health Breakdown
llms-from-scratch-rs
Maintenance
9
Quality
11
Community
5
Popularity
5
Documentation
10
axonml-llm
Maintenance
13
Quality
13
Community
9
Popularity
3
Documentation
15
rusty-gradients
Maintenance
15
Quality
13
Community
6
Popularity
3
Documentation
13
Technical Details
| llms-from-scratch-rs | axonml-llm | rusty-gradients | |
|---|---|---|---|
| Version | 0.1.5 | 0.4.3 | 0.2.0 |
| Stable (≥1.0) | ✗ No | ✗ No | ✗ No |
| License | MIT | MIT OR Apache-2.0 | MIT |
| Dependencies | 27 | 16 | 26 |
| Crate Size | 134KB | 92KB | 129KB |
| Features | 1 | 2 | 15 |
| Yanked % | 0.0% | 0.0% | 0.0% |
| Edition | 2021 | 2024 | 2021 |
| MSRV | — | 1.85 | — |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •axonml-llm leads with a health score of 53/100, but none of the options score above 80.
- •llms-from-scratch-rs has the most downloads (7.8K), suggesting wider adoption.