Heretic Directory

gemma-4-26B-A4B-it-qat-q4_0-unquantized

google/gemma-4-26B-A4B-it-qat-q4_0-unquantized

Original model on Hugging Face
26B · 4B activeGemma 437 Heretic artifacts5 measured conversions286.7K downloads
Best version96.1Pareto
xdavxd/gemma-4-26B-A4B-it-qat-heretic-ega-NVFP4
by xdavxd · FP8, GPTQ, NVFP4, SAFETENSORS
KL divergence
0.079
Refusals
3/686
Refusal rate
0%
Downloads
215
Evidence from the model card
| KL divergence (first-token, 100 harmlessalpaca) | 0.0789 | | Refusals (mlabonne/harmfulbehaviors, 100 prompts, keyword) | 4/100 | | Refusals (686-prompt cross-dataset audit, keyword) | 11/686 | | Refusals (686-prompt audit, manually audited) | 1–3/686 |

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
1xdavxd26B · 4B active0.0793/6860%96.1
BestParetoFP8GPTQNVFP4
215
2mewse26B · 4B active0.1235/1005%92.0
GGUFMLXSAFETENSORS
8.1K
3llmfan4626B · 4B active0.06211/10011%91.6
ParetoGGUFGPTQMLX
128K
4coder310126B · 4B active0.06613/10013%90.4
GGUFSAFETENSORS
105.6K
5Mitchins26B · 4B active0.07824/10024%84.4
GPTQLORASAFETENSORS
253

All artifacts (37)

RepositoryTypeFormatsMetricsDownloadsUpdated
gemma-4-26B-A4B-it-qat-heretic-GGUF
SC117
quant
GGUFQ4_K_XL
inheritedKL 0.06680K2026-10-03
gemma-4-26B-A4B-it-qat-q4_0-uncensored-heretic-GGUF
llmfan46
quant
GGUFQ4_0
published (weak match)KL 0.06240.7K2026-06-11
gemma-4-26B-A4B-it-qat-q4_0-uncensored-heretic-NVFP4
llmfan46
quant
NVFP4SAFETENSORSQ4_0
published (weak match)KL 0.06224.1K2026-06-11
gemma-4-26B-A4B-it-qat-q4_0-unquantized-uncensored-heretic-v2-i1-GGUF
mradermacher
quant
GGUFQ4_0
none20.7K2026-09-08
gemma-4-26B-A4B-it-qat-q4_0-unquantized-uncensored-heretic-i1-GGUF
mradermacher
quant
GGUFQ4_0
inheritedKL 0.06220.3K2026-06-13
gemma-4-26B-A4B-it-qat-q4_0-uncensored-heretic-NVFP4-GGUF
llmfan46
quant
GGUFNVFP4Q4_0
published (weak match)KL 0.06214K2026-06-11
gemma-4-26B-A4B-it-qat-q4_0-heretic-japanese-pruned-GGUF
OS-Software
quant
GGUFQ4_0
none12.8K2026-09-11
gemma-4-26b-a4b-it-qat-heretic-ud-q4-k-xl
pegasus912
quant
GGUF
inheritedKL 0.06611.6K2026-06-07
gemma-4-26B-A4B-it-qat-q4_0-unquantized-heretic-i1-GGUF
mradermacher
quant
GGUFQ4_0
inheritedKL 0.06610.7K2026-06-08
gemma-4-26B-A4B-it-qat-q4_0-unquantized-uncensored-heretic-int4-ov
Wondernutts
finetune
OTHERQ4_0
inheritedKL 0.0627.9K2026-09-07
gemma-4-26B-A4B-it-qat-uncensored-heretic-mlx-vlm-4Bit
ailexleon
quant
MLXSAFETENSORS
inheritedKL 0.0626.5K2026-07-18
gemma-4-26B-A4B-it-qat-q4_0-unquantized-uncensored-heretic-GGUF
mradermacher
quant
GGUFQ4_0
inheritedKL 0.0626.2K2026-06-13
gemma-4-26B-A4B-it-qat-q4_0-unquantized-heretic-ara-i1-GGUF
mradermacher
quant
GGUFQ4_0
inheritedKL 0.1234.8K2026-08-20
gemma-4-26B-A4B-it-qat-q4_0-unquantized-heretic-ja-i1-GGUF
mradermacher
quant
GGUFLORAQ4_0
none4.7K2026-08-03
gemma-4-26B-A4B-it-qat-uncensored-heretic-mlx-lm-4Bit
ailexleon
quant
MLXSAFETENSORS
inheritedKL 0.0623.6K2026-07-18
gemma-4-26B-A4B-it-qat-q4_0-unquantized-uncensored-heretic-v2-GGUF
mradermacher
quant
GGUFQ4_0
none3K2026-09-08
gemma-4-26B-A4B-it-qat-q4_0-unquantized-heretic-GGUF
mradermacher
quant
GGUFQ4_0
inheritedKL 0.0662.7K2026-06-08
gemma-4-26B-A4B-it-qat-q4_0-unquantized-heretic-ja-GGUF
mradermacher
quant
GGUFLORAQ4_0
none2.1K2026-10-11
gemma-4-26B-A4B-it-qat-q4_0-unquantized-uncensored-heretic
llmfan46
heretic
SAFETENSORSQ4_0
published (weak match)KL 0.0621.8K2026-06-11
gemma-4-26B-A4B-it-qat-q4_0-unquantized-heretic-ara-GGUF
mradermacher
quant
GGUFQ4_0
inheritedKL 0.1231.4K2026-10-07
gemma-4-26B-A4B-it-qat-q4_0-unquantized-uncensored-heretic-GGUF
wazimondo
quant
GGUFQ4_0
inheritedKL 0.0621.3K2026-06-21
gemma-4-26B-A4B-it-qat-q4_0-unquantized-heretic-ara
mewse
heretic
SAFETENSORSQ4_0
published (weak match)KL 0.1231.1K2026-09-13
Gemma4-26B-A4B-Instruct-QAT-GGUF
Atomic-Germ
quant
GGUFQ4_K
none1K2026-09-20
gemma-4-26B-A4B-it-qat-q4_0-uncensored-heretic-GPTQ-Int4
llmfan46
quant
GPTQSAFETENSORSQ4_0
published (weak match)KL 0.0628802026-06-11
gemma-4-26B-A4B-it-qat-q4_0-unquantized-heretic-ara-oQ4e
underlotus
quant
MLXSAFETENSORSQ4_0
inheritedKL 0.1234992026-09-09
gemma-4-26B-A4B-it-qat-q4_0-unquantized-heretic
coder3101
heretic
SAFETENSORSQ4_0
published (weak match)KL 0.0663752026-06-06
gemma-4-26B-A4B-it-qat-q4_0-unquantized-uncensored-heretic-AutoRound-W4A16-RTN
LeaderboardModel1
quant
SAFETENSORSQ4_0
inheritedKL 0.0623252026-06-27
gemma-4-26B-A4B-it-qat-heretic-GGUF
npario
quant
GGUFQ4_K_XL
inheritedKL 0.0662422026-10-15
gemma-4-12B-it-qat-q4_0-unquantized-uncensored-heretic-int4-ov
Wondernutts
quant
OTHERQ4_0
inheritedKL 0.0622342026-07-26
Gemma-4-26B-A4B-it-W4A16-G64-BF16Vision
useful-quants
finetune
SAFETENSORS
inheritedKL 0.0782132026-08-23
gemma-4-26B-A4B-it-qat-q4_0-unquantized-heretic-ara-oQ4e
dopaemon
quant
MLXSAFETENSORSQ4_0
inheritedKL 0.1232062026-09-24
gemma-4-31B-it-qat-q4_0-unquantized-uncensored-heretic-int4-ov
Wondernutts
quant
OTHERQ4_0
inheritedKL 0.0621432026-07-26
gemma-4-26B-A4B-heretic-v2-qat-aligned-4bit-mlx
dima6312
quant
MLXSAFETENSORS
none1272026-10-08
gemma-4-26B-A4B-it-qat-q4_0-unquantized-heretic-ja
OS-Software
lora
LORASAFETENSORSQ4_0
noneKL 0.0361152026-08-02
gemma-4-26B-A4B-it-qat-heretic-ega-NVFP4
xdavxd
quant
NVFP4SAFETENSORSNVFP4
published (weak match)KL 0.0791082026-09-08
gemma-4-26B-A4B-it-qat-heretic-ega
xdavxd
finetune
SAFETENSORS
published (weak match)KL 0.0791072026-09-08
gemma-4-26B-A4B-it-qat-q4_0-unquantized-uncensored-heretic
Mitchins
heretic
SAFETENSORSQ4_0
published (weak match)KL 0.078402026-08-23

8 artifacts inherit metrics from their parent conversion or publish none.