Heretic Directory

gpt-oss-120b

openai/gpt-oss-120b

Original model on Hugging Face
120BGPT-OSS28 Heretic artifacts9 measured conversions303.1K downloads
Best version95.2Pareto
llmfan46/gpt-oss-120b-ultra-heretic
by llmfan46 · Heretic v1.2.0 · GGUF, MXFP4, SAFETENSORS
KL divergence
0.070
Refusals
3/100
Refusal rate
3%
Downloads
13.7K
Evidence from the model card
| KL divergence | 0.0703 | | Refusals | 3/100 |

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.

#AuthorParamsKLRefusalsScoreEvidenceDownloads
1llmfan46120B0.0703/1003%95.2
BestParetoGGUFMXFP4SAFETENSORS
13.7K
2llmfan46120B0.0189/1009%94.6
ParetoGGUFSAFETENSORS
47.8K
3Karol1241120B0.06426/10026%84.0
MXFP4SAFETENSORS
135
4hrktos-37120B0.07826/10026%83.4
MXFP4SAFETENSORS
202
5kldzj120B0.53022/10022%71.7
GGUFMLXMXFP4
45.5K
6TeeZee120B0.76015/10015%70.9
GGUFMXFP4SAFETENSORS
14.4K
7kldzj120B0.92019/10019%66.5
FP8GGUFMXFP4
178.8K
8jbeslt120B0.95021/10021%65.1
GGUFMXFP4SAFETENSORS
436
9MuXodious120B0.15098/10098%44.5
unverifiedGGUF
2.2K

All artifacts (28)

RepositoryTypeFormatsMetricsDownloadsUpdated
gpt-oss-120b-heretic
kldzj
heretic
MXFP4SAFETENSORS
published (weak match)KL 0.920157.5K2025-11-18
kldzj_gpt-oss-120b-heretic-v2-GGUF
bartowski
quant
GGUFMXFP4
inheritedKL 0.53024.2K2025-11-21
kldzj_gpt-oss-120b-heretic-GGUF
bartowski
quant
GGUFMXFP4
inheritedKL 0.92020.8K2025-11-17
gpt-oss-120b-heretic-v2-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.01820.8K2026-03-16
gpt-oss-120b-heretic-v2-GGUF
llmfan46
quant
GGUFMXFP4
published (weak match)KL 0.01816.5K2026-05-28
gpt-oss-120b-heretic-v2-mxfp4-q8-hi-mlx
nightmedia
quant
MLXMXFP4SAFETENSORSMXFP4
inheritedKL 0.53013.5K2025-11-20
gpt-oss-120b-ultra-heretic-GGUF
llmfan46
quant
GGUFMXFP4
published (weak match)KL 0.07012K2026-05-25
gpt-oss-120b-heretic-v1-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.7609.8K2025-12-07
gpt-oss-120b-heretic-v2-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.0188.6K2026-03-15
gpt-oss-120b-heretic-v2
kldzj
heretic
MXFP4SAFETENSORS
published (weak match)KL 0.5307.2K2025-11-18
gpt-oss-120b-heretic-v1-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.7604.4K2025-12-06
gpt-oss-120b-tainted-heresy-GGUF
MuXodious
quant
GGUF
published (weak match)KL 0.1502.2K2026-02-13
gpt-oss-120b-heretic-v2
llmfan46
heretic
MXFP4SAFETENSORS
published (weak match)KL 0.0181.7K2026-03-27
gpt-oss-120b-ultra-heretic
llmfan46
heretic
MXFP4SAFETENSORS
published (weak match)KL 0.0708712026-03-27
gpt-oss-120b-ultra-heretic-GGUF
Sabomako
quant
GGUF
inheritedKL 0.0708212026-03-07
gpt-oss-120b-heretic-v2-bf16-i1-GGUF
mradermacher
quant
GGUFBF16
inheritedKL 0.5303512025-12-04
gpt-oss-120b-heretic-4sight-query-lora-r64
cmacboyd
finetune
LORASAFETENSORS
inheritedKL 0.9202762026-06-24
gpt-oss-120b-heretic-v2-bf16
kldzj
heretic
SAFETENSORSBF16
published (weak match)KL 0.5302732025-11-18
gpt-oss-120b-heretic-i1-GGUF
mradermacher
quant
GGUF
inheritedKL 0.9502702025-12-06
gpt-oss-120b-heretic-bf16
kldzj
heretic
SAFETENSORSBF16
published (weak match)KL 0.9202352025-11-18
gpt-oss-120b-heretic-v2
rcorvohan
heretic
MXFP4SAFETENSORS
published (weak match)KL 0.0182192026-04-01
gpt-oss-120b-heretic
hrktos-37
heretic
SAFETENSORS
published (weak match)KL 0.0782022026-01-21
gpt-oss-120b-heretic-v1
TeeZee
heretic
SAFETENSORS
published (weak match)KL 0.7601892025-12-05
gpt-oss-120b-heretic
jbeslt
heretic
SAFETENSORS
published (weak match)KL 0.9501662025-11-23
gpt-oss-120b-heretic
Karol1241
heretic
MXFP4SAFETENSORS
published (weak match)KL 0.0641352026-04-04
gpt-oss-120b-heretic-bf16-GGUF
mradermacher
quant
OTHERBF16
inheritedKL 0.92002026-10-07
gpt-oss-120b-heretic-GGUF
mradermacher
quant
OTHER
inheritedKL 0.95002026-10-13
gpt-oss-120b-heretic-v2-bf16-GGUF
mradermacher
quant
OTHERBF16
inheritedKL 0.53002025-11-19