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JMingo/gemma-4-26B-A4B-it-ultra-uncensored-heretic-UD-GGUF

JMingo Gemma 26B GGUF MoE second-order 262K ctx
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Response includes
  • classification m3
  • files 23
  • benchmarks 11 entries
  • hub_downloads_all_time 38,646
  • 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
39K
2K last 30d - cooling
Likes
7
Model age
4mo ago
created 2026-06-05
Downloads over time
Now39.6K→from27.2K↑46%
26.6K31.4K36.1K40.9K27.2K on Jun 1039.6K on Oct 11JunJulAugSepOct
Jun 10 → Oct 11 · 57 snapshots · spans 123 days

Benchmarks

Benchmark Score Source
Entertainment 3.1 UGI
Hazardous 1.2 UGI
Natural Intelligence 33.71 UGI
Political lean -14.9% UGI
Sensitive-Info 23.69 UGI
SocPol 2.5 UGI
UGI 44.96 UGI
Willingness (10) 8.8 UGI
W10-Adherence 9.5 UGI
W10-Direct 8 UGI
Writing 42.12 UGI

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Quantizations
BF16 IQ2 IQ3 IQ4 Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0 Q8_K
Tags
gguf gemma4 base_model:llmfan46/gemma-4-26B-A4B-it-ultra-uncensored-heretic base_model:quantized:llmfan46/gemma-4-26B-A4B-it-ultra-uncensored-heretic license:apache-2.0 endpoints_compatible region:us conversational

Related

Total size
359 GB
Files
23
Quantizations
12
Registered
2026-08-22 13:56
Last updated on HF
2026-06-06 19:22

Files by quantization

BF16 1 file 47.0 GB
gemma-4-26B-A4B-it-ultra-uncensored-heretic-BF16.gguf 47.0 GB ed716cf0 download
Q8_K 1 file 25.7 GB
gemma-4-26B-A4B-it-ultra-uncensored-heretic-Q8_K_XL.gguf 25.7 GB bc38a6ee download
Q8_0 1 file 25.0 GB
gemma-4-26B-A4B-it-ultra-uncensored-heretic-Q8_0.gguf 25.0 GB 9fc3e521 download
Q6_K 2 files 43.3 GB
gemma-4-26B-A4B-it-ultra-uncensored-heretic-Q6_K_XL.gguf 21.7 GB 16640f58 download
gemma-4-26B-A4B-it-ultra-uncensored-heretic-Q6_K.gguf 21.6 GB 67c0648d download
Q5_K 3 files 57.0 GB
gemma-4-26B-A4B-it-ultra-uncensored-heretic-Q5_K_XL.gguf 19.8 GB 8f4dfdee download
gemma-4-26B-A4B-it-ultra-uncensored-heretic-Q5_K_M.gguf 19.7 GB 70984726 download
gemma-4-26B-A4B-it-ultra-uncensored-heretic-Q5_K_S.gguf 17.6 GB 96b6ea80 download
Q4_K 3 files 47.0 GB
gemma-4-26B-A4B-it-ultra-uncensored-heretic-Q4_K_XL.gguf 15.8 GB 6e635179 download
gemma-4-26B-A4B-it-ultra-uncensored-heretic-Q4_K_M.gguf 15.8 GB 24640648 download
gemma-4-26B-A4B-it-ultra-uncensored-heretic-Q4_K_S.gguf 15.4 GB d20f8ac5 download
IQ4 2 files 25.3 GB
gemma-4-26B-A4B-it-ultra-uncensored-heretic-IQ4_NL.gguf 12.7 GB 97adf85d download
gemma-4-26B-A4B-it-ultra-uncensored-heretic-IQ4_XS.gguf 12.7 GB 94566858 download
Q3_K 2 files 23.9 GB
gemma-4-26B-A4B-it-ultra-uncensored-heretic-Q3_K_XL.gguf 12.0 GB a99d3a55 download
gemma-4-26B-A4B-it-ultra-uncensored-heretic-Q3_K_M.gguf 11.9 GB 3aec861e download
IQ3 2 files 21.1 GB
gemma-4-26B-A4B-it-ultra-uncensored-heretic-IQ3_XXS.gguf 10.6 GB 27d13288 download
gemma-4-26B-A4B-it-ultra-uncensored-heretic-IQ3_S.gguf 10.5 GB d4f9419a download
Q2_K 1 file 9.82 GB
gemma-4-26B-A4B-it-ultra-uncensored-heretic-Q2_K_XL.gguf 9.82 GB fa5ad429 download
IQ2 2 files 18.6 GB
gemma-4-26B-A4B-it-ultra-uncensored-heretic-IQ2_M.gguf 9.33 GB 99fe94d5 download
gemma-4-26B-A4B-it-ultra-uncensored-heretic-IQ2_XXS.gguf 9.24 GB f9585983 download
Auxiliary files 3 files 15.4 GB
gemma-4-26B-A4B-it-ultra-uncensored-heretic-MXFP4_MOE.gguf 15.4 GB 90fc5da9 download
.gitattributes 3.37 KB 4326f738 download
README.md 706 B 056eb54d download

README current version from Hugging Face

README history 1 version

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

  1. 2026-06-05Upload README.md6c6a7f7706 B
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