Decision Workspace
itransformer vs jammi-encoders vs jammi-lora
Side-by-side comparison of Rust crates
53
itransformer
growingv2.0.0
A Rust library for the iTransformer models.
50
jammi-encoders
experimentalv0.5.9
Candle-native BERT-family encoders for sentence embeddings, with built-in PEFT support via jammi-lora.
49
jammi-lora
experimentalv0.5.9
Static-dispatch PEFT-style LoRA primitives for candle. Closed-enum dispatch, immutable construction, candle-0.9.x-native.
Core Metrics
| itransformer | jammi-encoders | jammi-lora | |
|---|---|---|---|
| Health Score | 53 | 50 | 49 |
| Total Downloads | 1.7K | 210 | 237 |
| 30d Downloads | 0 | 0 | 0 |
| Dependents | 2 | 8 | 17 |
| Releases | 3 | 9 | 9 |
| Last Updated | 135d ago | 1d ago | 1d ago |
| Age | 1y 4m | 6d | 6d |
Health Breakdown
itransformer
Maintenance
11
Quality
21
Community
4
Popularity
4
Documentation
13
jammi-encoders
Maintenance
17
Quality
10
Community
8
Popularity
3
Documentation
12
jammi-lora
Maintenance
17
Quality
9
Community
8
Popularity
3
Documentation
12
Technical Details
| itransformer | jammi-encoders | jammi-lora | |
|---|---|---|---|
| Version | 2.0.0 | 0.5.9 | 0.5.9 |
| Stable (≥1.0) | ✓ Yes | ✗ No | ✗ No |
| License | MIT | Apache-2.0 | Apache-2.0 |
| Dependencies | 3 | 8 | 6 |
| Crate Size | 22KB | 39KB | 18KB |
| Features | 3 | 2 | 0 |
| Yanked % | 0.0% | 11.1% | 11.1% |
| Edition | 2021 | 2021 | 2021 |
| MSRV | — | 1.88.0 | 1.88.0 |
| Owners | 1 | 1 | 1 |
Links
Quick Verdict
- •itransformer leads with a health score of 53/100, but none of the options score above 80.
- •jammi-encoders, jammi-lora are pre-1.0 — API may change.