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JMingo/gemma-4-E4B-it-ultra-uncensored-heretic-UD-GGUF

JMingo Gemma GGUF second-order 131K ctx
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Response includes
  • classification m3
  • files 23
  • benchmarks 11 entries
  • hub_downloads_all_time 14,845
  • author_summary 5 models
  • readme_text full
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Abliteration classifier · v1.0.0
M3
Primary method

Layer-wise ablation

Applied on top of direct removal inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 2 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • 'heretic' in model name (Heretic-produced)
  • Heretic uses layer-wise optimization (M3) with underlying direction removal (M1)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
HIGH
Why we say so
name contains 'heretic'; Heretic default extraction is difference-of-means (Arditi 2024)
Downloads · lifetime
15K
2K last 30d - stable
Likes
1
Model age
4mo ago
created 2026-06-04
Downloads over time
Now15.3K→from9.5K↑62%
5.7K9.2K12.7K16.2K9.5K on Jun 1015.3K on Oct 11JunJulAugSepOct
Jun 10 → Oct 11 · 58 snapshots · spans 123 days

Benchmarks

Benchmark Score Source
Entertainment 0.9 UGI
Hazardous 1.2 UGI
Natural Intelligence 16.7 UGI
Political lean -13.3% UGI
Sensitive-Info 10.94 UGI
SocPol 1.3 UGI
UGI 38.12 UGI
Willingness (10) 9.2 UGI
W10-Adherence 8.5 UGI
W10-Direct 10 UGI
Writing 19.06 UGI

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Quantizations
BF16 IQ2 IQ3 IQ4 Q2_K Q3_K Q4 Q4_K Q5_K Q6_K Q8_0 Q8_K
Tags
gguf gemma4 base_model:llmfan46/gemma-4-E4B-it-ultra-uncensored-heretic base_model:quantized:llmfan46/gemma-4-E4B-it-ultra-uncensored-heretic license:apache-2.0 endpoints_compatible region:us conversational

Related

Total size
113 GB
Files
23
Quantizations
13
Registered
2026-08-22 13:56
Last updated on HF
2026-06-05 04:31

Files by quantization

BF16 1 file 13.9 GB
gemma-4-E4B-it-ultra-uncensored-heretic-BF16.gguf 13.9 GB 68cad9f0 download
Q8_K 1 file 8.01 GB
gemma-4-E4B-it-ultra-uncensored-heretic-Q8_K_XL.gguf 8.01 GB 167c8aec download
Q8_0 1 file 7.58 GB
gemma-4-E4B-it-ultra-uncensored-heretic-Q8_0.gguf 7.58 GB ca889508 download
Q6_K 2 files 13.4 GB
gemma-4-E4B-it-ultra-uncensored-heretic-Q6_K_XL.gguf 6.89 GB b5121b20 download
gemma-4-E4B-it-ultra-uncensored-heretic-Q6_K.gguf 6.55 GB 6518048d download
Q5_K 3 files 16.2 GB
gemma-4-E4B-it-ultra-uncensored-heretic-Q5_K_XL.gguf 6.16 GB 08e2155a download
gemma-4-E4B-it-ultra-uncensored-heretic-Q5_K_M.gguf 5.07 GB 1dc9f8bd download
gemma-4-E4B-it-ultra-uncensored-heretic-Q5_K_S.gguf 5.00 GB ebdaccd9 download
Q4_K 3 files 13.8 GB
gemma-4-E4B-it-ultra-uncensored-heretic-Q4_K_XL.gguf 4.73 GB ab0d2435 download
gemma-4-E4B-it-ultra-uncensored-heretic-Q4_K_M.gguf 4.60 GB 09415e3f download
gemma-4-E4B-it-ultra-uncensored-heretic-Q4_K_S.gguf 4.48 GB 29f1c743 download
Q4 2 files 9.17 GB
gemma-4-E4B-it-ultra-uncensored-heretic-Q4_1.gguf 4.69 GB 26808a2e download
gemma-4-E4B-it-ultra-uncensored-heretic-Q4_0.gguf 4.48 GB a61313c7 download
IQ4 2 files 8.83 GB
gemma-4-E4B-it-ultra-uncensored-heretic-IQ4_NL.gguf 4.47 GB c9bb149f download
gemma-4-E4B-it-ultra-uncensored-heretic-IQ4_XS.gguf 4.36 GB b47ec704 download
Q3_K 3 files 11.6 GB
gemma-4-E4B-it-ultra-uncensored-heretic-Q3_K_XL.gguf 4.24 GB 4e35e287 download
gemma-4-E4B-it-ultra-uncensored-heretic-Q3_K_M.gguf 3.75 GB 8b436bb3 download
gemma-4-E4B-it-ultra-uncensored-heretic-Q3_K_S.gguf 3.58 GB 5147791b download
Q2_K 1 file 3.47 GB
gemma-4-E4B-it-ultra-uncensored-heretic-Q2_K_XL.gguf 3.47 GB 337e037b download
IQ3 1 file 3.43 GB
gemma-4-E4B-it-ultra-uncensored-heretic-IQ3_XXS.gguf 3.43 GB 243568b1 download
IQ2 1 file 3.27 GB
gemma-4-E4B-it-ultra-uncensored-heretic-IQ2_M.gguf 3.27 GB 948ebca2 download
Auxiliary files 2 files 3.95 KB
.gitattributes 3.28 KB 960c9e3e download
README.md 678 B 947e9570 download

README current version from Hugging Face

README history 4 versions

The author's README evolved over time. Click a version to see its content at that point.

  1. 2026-06-05Update README.mdc8529b8678 B
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  3. 2026-06-05Update README.mdee1937e681 B
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  4. 2026-06-05Create README.mdf576569605 B
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