Decision Workspace
jammi-lora vs peft-rs vs jammi-encoders
Side-by-side comparison of Rust crates
49
jammi-lora
experimentalv0.5.9
Static-dispatch PEFT-style LoRA primitives for candle. Closed-enum dispatch, immutable construction, candle-0.9.x-native.
55
peft-rs
experimentalv1.0.3
Comprehensive PEFT (Parameter-Efficient Fine-Tuning) adapter library for Rust
50
jammi-encoders
experimentalv0.5.9
Candle-native BERT-family encoders for sentence embeddings, with built-in PEFT support via jammi-lora.
Core Metrics
| jammi-lora | peft-rs | jammi-encoders | |
|---|---|---|---|
| Health Score | 49 | 55 | 50 |
| Total Downloads | 237 | 1.0K | 210 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 17 | 17 | 8 |
| Releases | 9 | 5 | 9 |
| Last Updated | 1d ago | 117d ago | 1d ago |
| Age | 6d | 4m | 6d |
Health Breakdown
jammi-lora
Maintenance
17
Quality
9
Community
8
Popularity
3
Documentation
12
peft-rs
Maintenance
15
Quality
16
Community
8
Popularity
4
Documentation
12
jammi-encoders
Maintenance
17
Quality
10
Community
8
Popularity
3
Documentation
12
Technical Details
| jammi-lora | peft-rs | jammi-encoders | |
|---|---|---|---|
| Version | 0.5.9 | 1.0.3 | 0.5.9 |
| Stable (≥1.0) | ✗ No | ✓ Yes | ✗ No |
| License | Apache-2.0 | MIT | Apache-2.0 |
| Dependencies | 6 | 13 | 8 |
| Crate Size | 18KB | 107KB | 39KB |
| Features | 0 | 2 | 2 |
| Yanked % | 11.1% | 0.0% | 11.1% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | 1.88.0 | 1.92 | 1.88.0 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •peft-rs leads with a health score of 55/100, but none of the options score above 80.
- •jammi-lora, jammi-encoders are pre-1.0 — API may change.