Decision Workspace
oxicuda-lm vs llmfit-core vs cortiq-core
Side-by-side comparison of Rust crates
51
oxicuda-lm
experimentalv0.4.1
Large language model inference primitives for OxiCUDA: BPE tokenizer, transformer layers with KV cache, GPT-2 and LLaMA architectures — pure Rust, zero CUDA SDK dependency.
56
llmfit-core
experimentalv1.1.2
Core library for llmfit — hardware detection, model fitting, and provider integration
55
cortiq-core
experimentalv0.1.10
CMF (Cortiq Model Format): a self-describing, memory-mappable binary container for quantized LLM weights, tokenizer, per-task masks and per-skill delta records.
Core Metrics
| oxicuda-lm | llmfit-core | cortiq-core | |
|---|---|---|---|
| Health Score | 51 | 56 | 55 |
| Total Downloads | 197 | 16.4K | 325 |
| 30d Downloads | 0 | 972 | 0 |
| Dependents | 0 | 83 | 33 |
| Releases | 13 | 84 | 11 |
| Last Updated | 6d ago | 3d ago | 4d ago |
| Age | 3m | 4m | 6d |
Health Breakdown
oxicuda-lm
Maintenance
20
Quality
10
Community
6
Popularity
3
Documentation
12
llmfit-core
Maintenance
19
Quality
12
Community
10
Popularity
5
Documentation
10
cortiq-core
Maintenance
19
Quality
12
Community
9
Popularity
3
Documentation
12
Technical Details
| oxicuda-lm | llmfit-core | cortiq-core | |
|---|---|---|---|
| Version | 0.4.1 | 1.1.2 | 0.1.10 |
| Stable (≥1.0) | ✗ No | ✓ Yes | ✗ No |
| License | Apache-2.0 | MIT | Apache-2.0 |
| Dependencies | 5 | 12 | 8 |
| Crate Size | 92KB | 597KB | 40KB |
| Features | 1 | 0 | 0 |
| Yanked % | 15.4% | 0.0% | 0.0% |
| Edition | 2024 | 2024 | 2024 |
| MSRV | 1.85 | — | 1.85 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •llmfit-core leads with a health score of 56/100, but none of the options score above 80.
- •oxicuda-lm, cortiq-core are pre-1.0 — API may change.