Heretic Directory

gemma-3-4b-it

google/gemma-3-4b-it

Original model on Hugging Face
4BGemma 333 Heretic artifacts7 measured conversions371.3K downloads
Best version97.1Pareto
grayarea/gemma-3-4b-it-heretic-v1.2
by grayarea · Heretic v1.2.0 · GGUF, SAFETENSORS
KL divergence
0.062
Refusals
0/108
Refusal rate
0%
Downloads
13.6K
Evidence from the model card
| KL divergence | 0.0621 | | Refusals | 0/108 |

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
1grayarea4B0.0620/1080%97.1
BestParetoGGUFSAFETENSORS
13.6K
2Roman04B0.2581/1001%89.2
SAFETENSORS
60
3coder31014B0.2601/1001%89.2
GGUFSAFETENSORS
12.5K
4DavidAU4B0.3802/1002%85.2
AWQEXLGGUF
317.1K
5heretic-org4B0.10628/10028%81.2
GGUFSAFETENSORS
8K
6DavidAU4B0.18031/10031%76.9
AWQEXLGGUF
15.3K
7saidutta694B0.69718/10018%70.5
GGUFSAFETENSORS
3.7K

All artifacts (33)

RepositoryTypeFormatsMetricsDownloadsUpdated
Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF
Andycurrent
quant
GGUF
inheritedKL 0.380135.8K2026-03-05
gemma-3-4b-it-heretic-uncensored-abliterated-Extreme-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.38047.9K2025-12-06
gemma-3-4b-it-heretic-uncensored-abliterated-Extreme
DavidAU
heretic
SAFETENSORS
published (weak match)KL 0.38037.6K2025-11-22
gemma-3-4b-it-heretic-uncensored-abliterated-Extreme-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.38028.2K2026-10-13
Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.38014.9K2026-02-02
gemma-3-4b-it-heretic-uncensored-abliterated-balanced-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.1809.6K2025-12-05
gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored
DavidAU
finetune
SAFETENSORS
published (weak match)KL 0.3809.6K2026-02-21
gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.3809.4K2026-08-10
Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.3809.1K2026-02-02
gemma-3-4b-it-heretic-v1.2-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.0629.1K2026-07-27
gemma-3-4b-it-heretic-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.2607.7K2025-12-06
Gemma-3-4B-VL-it-GLM-4.7-Flash-Heretic-Uncensored-Thinking-i1-GGUF
mradermacher
quant
GGUFIQ1_M
inheritedKL 0.3806.5K2026-02-02
Gemma-3-4B-VL-it-GLM-4.7-Flash-Heretic-Uncensored-Thinking-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.3805.6K2026-02-02
Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking_GGUF
YungBoiMGB17b1
quant
GGUF
inheritedKL 0.3805.6K2026-04-11
gemma-3-4b-it-heretic-i1-GGUF
SimplySara
quant
GGUFIQ1_M
published (weak match)KL 0.1065.5K2026-02-20
gemma-3-4b-it-heretic-uncensored-abliterated-balanced-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.1805.1K2026-10-13
gemma-3-4b-it-heretic-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.2604.4K2026-10-13
gemma-3-4b-it-vl-Heretic-4-Horsemen-Uncensored-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.3804.1K2026-10-09
gemma-3-4b-it-heretic
saidutta69
heretic
GGUFSAFETENSORSF16
published (weak match)KL 0.6973.7K2026-09-13
gemma-3-4b-it-heretic-v1.2-GGUF
mradermacher
quant
GGUFIQ4_XS
inheritedKL 0.0622.8K2026-03-06
Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking
DavidAU
finetune
SAFETENSORS
published (weak match)KL 0.3801.5K2026-02-21
gemma-3-4b-it-heretic-IQ4_NL-GGUF
loolzrulez
quant
GGUFIQ4_NL
inheritedKL 0.1061.3K2026-02-24
gemma-3-4b-it-heretic-v1.2-GGUF
grayarea
quant
GGUFBF16
published (weak match)KL 0.0621.2K2026-03-07
Gemma-3-4B-VL-it-GLM-4.7-Flash-Heretic-Uncensored-Thinking
DavidAU
finetune
SAFETENSORS
published (weak match)KL 0.3801.1K2026-02-21
gemma-3-4b-it-heretic_R18_K005-bf16-gguf
kalle07
heretic
GGUFBF16
none1.1K2026-02-21
gemma-3-4b-it-heretic
heretic-org
heretic
SAFETENSORS
published (weak match)KL 0.1066852026-02-20
gemma-3-4b-it-heretic-uncensored-abliterated-balanced
DavidAU
heretic
SAFETENSORS
published (weak match)KL 0.1806162025-11-22
gemma-3-4b-it-heretic
coder3101
heretic
SAFETENSORS
published (weak match)KL 0.2604192025-11-23
gemma-3-4b-it-heretic-v1.2
grayarea
heretic
SAFETENSORS
published (weak match)KL 0.0623982026-03-07
gemma-3-4b-it-heretic-Q8_0-GGUF
loolzrulez
quant
GGUFQ8_0
inheritedKL 0.1062662026-02-24
gemma-3-4b-it-heretic-Q5_K_M-GGUF
loolzrulez
quant
GGUFQ5_K_M
inheritedKL 0.1062532026-02-24
gemma-3-4b-it-heretic-uncensored-abliterated-Extreme
Ygolohcysp81
heretic
SAFETENSORS
published (weak match)KL 0.380882026-03-04
gemma-3-4b-it-heretic
Roman0
heretic
SAFETENSORS
published (weak match)KL 0.258602025-12-13

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