Heretic Directory

Apertus-8B-Instruct-2509

swiss-ai/Apertus-8B-Instruct-2509

Original model on Hugging Face
8BApertus6 Heretic artifacts2 measured conversions13.2K downloads
Best version94.2Pareto
ChiKoi7/Apertus-8B-Instruct-2509-Heretic
by ChiKoi7 · Heretic v1.1.0 · GGUF, NVFP4, SAFETENSORS
KL divergence
0.071
Refusals
5/100
Refusal rate
5%
Downloads
12.1K
Evidence from the model card
| Refusals | 5/100 | | KL divergence | 0.0715 |

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.

#AuthorParamsKLRefusalsScoreEvidenceDownloads
1ChiKoi78B0.0715/1005%94.2
BestParetoGGUFNVFP4SAFETENSORS
12.1K
2saidutta698B0.0649/1009%92.5
ParetoGGUFSAFETENSORS
609

All artifacts (6)

RepositoryTypeFormatsMetricsDownloadsUpdated
Apertus-8B-Instruct-2509-Heretic-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.07110.2K2026-01-06
Apertus-8B-Instruct-2509-Heretic-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.0711.6K2026-01-06
Apertus-8B-Instruct-heretic
saidutta69
heretic
GGUFSAFETENSORSF16
published (weak match)KL 0.0646092026-10-08
apertus-8b_instruct-2509-heretic_R7_K005_q8_0-gguf
kalle07
heretic
GGUF
none5332026-02-18
Apertus-8B-Instruct-2509-Heretic-nvfp4
Firworks
quant
NVFP4SAFETENSORSNVFP4
inheritedKL 0.0711392026-01-08
Apertus-8B-Instruct-2509-Heretic
ChiKoi7
heretic
SAFETENSORS
published (weak match)KL 0.0711372026-01-06

1 artifact inherit metrics from their parent conversion or publish none.