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JMingo/gemma-4-E2B-it-ultra-uncensored-heretic-UD-GGUF

JMingo Gemma GGUF second-order 131K ctx
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Response includes
  • classification m3
  • files 23
  • hub_downloads_all_time 12,911
  • 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
13K
1K last 30d - stable
Likes
3
Model age
4mo ago
created 2026-06-04
Downloads over time
Now13.2K→from8.3K↑59%
8K9.9K11.8K13.7K8.3K on Jun 1013.2K on Oct 11JunJulAugSepOct
Jun 10 → Oct 11 · 57 snapshots · spans 123 days

Genealogy 0 direct forks

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

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-E2B-it-ultra-uncensored-heretic base_model:quantized:llmfan46/gemma-4-E2B-it-ultra-uncensored-heretic license:apache-2.0 endpoints_compatible region:us conversational

Related

Total size
70.8 GB
Files
23
Quantizations
13
Registered
2026-08-22 13:56
Last updated on HF
2026-06-05 04:30

Files by quantization

BF16 1 file 8.64 GB
gemma-4-E2B-it-ultra-uncensored-heretic-BF16.gguf 8.64 GB 5e6732e7 download
Q8_K 1 file 4.88 GB
gemma-4-E2B-it-ultra-uncensored-heretic-Q8_K_XL.gguf 4.88 GB 9cec76f5 download
Q8_0 1 file 4.68 GB
gemma-4-E2B-it-ultra-uncensored-heretic-Q8_0.gguf 4.68 GB 90e59728 download
Q6_K 2 files 8.55 GB
gemma-4-E2B-it-ultra-uncensored-heretic-Q6_K_XL.gguf 4.37 GB 4376dcdb download
gemma-4-E2B-it-ultra-uncensored-heretic-Q6_K.gguf 4.18 GB 159258b2 download
Q5_K 3 files 10.2 GB
gemma-4-E2B-it-ultra-uncensored-heretic-Q5_K_XL.gguf 3.98 GB e82311cb download
gemma-4-E2B-it-ultra-uncensored-heretic-Q5_K_M.gguf 3.11 GB e494fe99 download
gemma-4-E2B-it-ultra-uncensored-heretic-Q5_K_S.gguf 3.08 GB 40e41a63 download
Q4_K 3 files 8.66 GB
gemma-4-E2B-it-ultra-uncensored-heretic-Q4_K_XL.gguf 2.95 GB c473f02e download
gemma-4-E2B-it-ultra-uncensored-heretic-Q4_K_M.gguf 2.88 GB beaf647b download
gemma-4-E2B-it-ultra-uncensored-heretic-Q4_K_S.gguf 2.82 GB 2556bc4a download
Q4 2 files 5.75 GB
gemma-4-E2B-it-ultra-uncensored-heretic-Q4_1.gguf 2.93 GB 7eb17052 download
gemma-4-E2B-it-ultra-uncensored-heretic-Q4_0.gguf 2.82 GB 918d05a7 download
IQ4 2 files 5.59 GB
gemma-4-E2B-it-ultra-uncensored-heretic-IQ4_NL.gguf 2.82 GB 91b5a0e6 download
gemma-4-E2B-it-ultra-uncensored-heretic-IQ4_XS.gguf 2.77 GB d2e1718e download
Q3_K 3 files 7.33 GB
gemma-4-E2B-it-ultra-uncensored-heretic-Q3_K_XL.gguf 2.71 GB e13f54ea download
gemma-4-E2B-it-ultra-uncensored-heretic-Q3_K_M.gguf 2.35 GB 88e660ea download
gemma-4-E2B-it-ultra-uncensored-heretic-Q3_K_S.gguf 2.27 GB d5b080cc download
Q2_K 1 file 2.23 GB
gemma-4-E2B-it-ultra-uncensored-heretic-Q2_K_XL.gguf 2.23 GB 14843875 download
IQ3 1 file 2.20 GB
gemma-4-E2B-it-ultra-uncensored-heretic-IQ3_XXS.gguf 2.20 GB 9cafa04e download
IQ2 1 file 2.12 GB
gemma-4-E2B-it-ultra-uncensored-heretic-IQ2_M.gguf 2.12 GB dc26330f download
Auxiliary files 2 files 3.95 KB
.gitattributes 3.28 KB 5e043701 download
README.md 678 B 83b48794 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.

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  4. 2026-06-05Create README.md63e6727605 B
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