aya-expanse-32b
CohereLabs/aya-expanse-32b
32BAya6 Heretic artifacts2 measured conversions34.6K downloads
Best version83.9Pareto
DazzlingShadow/aya-expanse-32b-heretic-MPOAby DazzlingShadow · Heretic v1.2.0 · GGUF, SAFETENSORS
- KL divergence
- 0.238
- Refusals
- 13/100
- Refusal rate
- 13%
- Downloads
- 14.4K
Evidence from the model card
| KL divergence | 0.2381 | | Refusals | 13/100 |
Metrics published by the author. Why this ranks first.
All measured versions
Higher score is better. One row per ablation attempt; artifacts of the same attempt are grouped under it.
| # | Author | Params | KL | Refusals | Score | Evidence | Downloads |
|---|---|---|---|---|---|---|---|
| 1 | DazzlingShadow | 32B | 0.238 | 13/10013% | 83.9 | BestParetoGGUFSAFETENSORS | 14.4K |
| 2 | DazzlingShadow | 32B | 0.230 | 42/10042% | 69.7 | ParetoGGUFSAFETENSORS | 20.3K |
All artifacts (6)
| Repository | Type | Formats | Metrics | Downloads | Updated |
|---|---|---|---|---|---|
| aya-expanse-32b-heretic-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.230 | 14.7K | 2026-01-03 |
| aya-expanse-32b-heretic-MPOA-i1-GGUF mradermacher | quant | GGUFIQ1_M | inheritedKL 0.238 | 12K | 2026-02-25 |
| aya-expanse-32b-heretic-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.230 | 5.5K | 2026-01-03 |
| aya-expanse-32b-heretic-MPOA-GGUF mradermacher | quant | GGUFIQ4_XS | inheritedKL 0.238 | 2.3K | 2026-02-25 |
| aya-expanse-32b-heretic DazzlingShadow | heretic | SAFETENSORS | published (weak match)KL 0.230 | 118 | 2026-01-03 |
| aya-expanse-32b-heretic-MPOA DazzlingShadow | heretic | SAFETENSORS | published (weak match)KL 0.238 | 108 | 2026-02-25 |