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prithivMLmods/gemma-4-E4B-it-qat-heretic_decensored-GGUF

prithivMLmods Gemma GGUF multimodal second-order
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  • classification m3
  • files 19
  • author_summary 98 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 · 30-day
1K
↑ 494% in 90 days
Likes
2
Model age
3mo ago
created 2026-06-18
Downloads over time
Now5.1K→from865↑494%
6512.3K3.9K5.6K865 on Jun 175.1K on Oct 11JunJulAugSepOct
Jun 17 → Oct 11 · 57 snapshots · spans 116 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.

Variants by this author 2 formats · 1K downloads combined

The same weights this author released in different packaging. Pick the format that matches your runtime.

Metadata

License
apache-2.0
Languages
en
Quantizations
BF16 F16 Q2_K Q3_K Q4 Q4_K Q5 Q5_K Q6_K Q8_0
Tags
transformers gguf text-generation-inference llama-cpp decensored abliterated unfiltered unredacted heretic image-text-to-text en base_model:prithivMLmods/gemma-4-E4B-it-qat-heretic_decensored

Related

Total size
88.9 GB
Files
19
Quantizations
12
Registered
2026-08-22 13:56
Last updated on HF
2026-06-18 22:33

Files by quantization

BF16 2 files 14.8 GB
gemma-4-E4B-it-qat-heretic_decensored.BF16.gguf 13.9 GB a404ec61 download
gemma-4-E4B-it-qat-heretic_decensored.mmproj-bf16.gguf 946 MB 4d9c7c78 download
F16 2 files 14.8 GB
gemma-4-E4B-it-qat-heretic_decensored.F16.gguf 13.9 GB 45f724f0 download
gemma-4-E4B-it-qat-heretic_decensored.mmproj-f16.gguf 946 MB 4d9c7c78 download
Q8_0 1 file 7.40 GB
gemma-4-E4B-it-qat-heretic_decensored.Q8_0.gguf 7.40 GB c4ac2535 download
Q6_K 1 file 5.75 GB
gemma-4-E4B-it-qat-heretic_decensored.Q6_K.gguf 5.75 GB 7e2dfa40 download
Q5_K 2 files 10.6 GB
gemma-4-E4B-it-qat-heretic_decensored.Q5_K_M.gguf 5.33 GB ae7fccb8 download
gemma-4-E4B-it-qat-heretic_decensored.Q5_K_S.gguf 5.26 GB 50a1ad6d download
Q5 1 file 5.26 GB
gemma-4-E4B-it-qat-heretic_decensored.Q5_0.gguf 5.26 GB 19e542e6 download
Q4_K 2 files 9.75 GB
gemma-4-E4B-it-qat-heretic_decensored.Q4_K_M.gguf 4.94 GB bbbe7fbc download
gemma-4-E4B-it-qat-heretic_decensored.Q4_K_S.gguf 4.82 GB c04df016 download
Q4 1 file 4.80 GB
gemma-4-E4B-it-qat-heretic_decensored.Q4_0.gguf 4.80 GB a901e607 download
Q3_K 3 files 13.5 GB
gemma-4-E4B-it-qat-heretic_decensored.Q3_K_L.gguf 4.65 GB 250ba4ab download
gemma-4-E4B-it-qat-heretic_decensored.Q3_K_M.gguf 4.49 GB 1ef15268 download
gemma-4-E4B-it-qat-heretic_decensored.Q3_K_S.gguf 4.31 GB b6e26be9 download
Q2_K 1 file 4.08 GB
gemma-4-E4B-it-qat-heretic_decensored.Q2_K.gguf 4.08 GB e18160ce download
mmproj 1 file 534 MB
gemma-4-E4B-it-qat-heretic_decensored.mmproj-q8_0.gguf 534 MB e95880f8 download
Auxiliary files 2 files 8.05 KB
README.md 5.14 KB fff0f56c download
.gitattributes 2.91 KB 285249f9 download

README current version from Hugging Face


base_model:

  • prithivMLmods/gemma-4-E4B-it-qat-heretic_decensored
    license: apache-2.0
    tags:
  • text-generation-inference
  • llama-cpp
  • decensored
  • abliterated
  • unfiltered
  • unredacted
  • heretic
    language:
  • en
    pipeline_tag: image-text-to-text
    library_name: transformers

gemma-4-E4B-it-qat-heretic_decensored-GGUF

gemma-4-E4B-it-qat-heretic_decensored is a reasoning-capable language model built on top of google/gemma-4-E4B-it-qat-q4_0-unquantized and modified using the Heretic abliteration toolkit. The model applies refusal-direction analysis and targeted weight-space interventions to reduce internal refusal behaviors while preserving instruction-following, reasoning capabilities, and general conversational performance.

[!IMPORTANT]
This model is intended strictly for research and learning purposes. Due to reduced internal refusal mechanisms, it may generate sensitive or unrestricted content. Users assume full responsibility for how the model is used. The authors and hosting platform disclaim any liability for generated outputs.

[!NOTE]
This model is experimental and may generate unexpected behaviors or artifacts in certain scenarios.

Model Files

File Name Quant Type File Size File Link
gemma-4-E4B-it-qat-heretic_decensored.BF16.gguf BF16 14.9 GB Download
gemma-4-E4B-it-qat-heretic_decensored.F16.gguf F16 14.9 GB Download
gemma-4-E4B-it-qat-heretic_decensored.Q2_K.gguf Q2_K 4.38 GB Download
gemma-4-E4B-it-qat-heretic_decensored.Q3_K_L.gguf Q3_K_L 4.99 GB Download
gemma-4-E4B-it-qat-heretic_decensored.Q3_K_M.gguf Q3_K_M 4.82 GB Download
gemma-4-E4B-it-qat-heretic_decensored.Q3_K_S.gguf Q3_K_S 4.63 GB Download
gemma-4-E4B-it-qat-heretic_decensored.Q4_0.gguf Q4_0 5.15 GB Download
gemma-4-E4B-it-qat-heretic_decensored.Q4_K_M.gguf Q4_K_M 5.3 GB Download
gemma-4-E4B-it-qat-heretic_decensored.Q4_K_S.gguf Q4_K_S 5.17 GB Download
gemma-4-E4B-it-qat-heretic_decensored.Q5_0.gguf Q5_0 5.65 GB Download
gemma-4-E4B-it-qat-heretic_decensored.Q5_K_M.gguf Q5_K_M 5.72 GB Download
gemma-4-E4B-it-qat-heretic_decensored.Q5_K_S.gguf Q5_K_S 5.65 GB Download
gemma-4-E4B-it-qat-heretic_decensored.Q6_K.gguf Q6_K 6.17 GB Download
gemma-4-E4B-it-qat-heretic_decensored.Q8_0.gguf Q8_0 7.95 GB Download
gemma-4-E4B-it-qat-heretic_decensored.mmproj-bf16.gguf mmproj-bf16 992 MB Download
gemma-4-E4B-it-qat-heretic_decensored.mmproj-f16.gguf mmproj-f16 992 MB Download
gemma-4-E4B-it-qat-heretic_decensored.mmproj-q8_0.gguf mmproj-q8_0 560 MB Download

llama.cpp

LLM inference in C/C++ — https://github.com/ggml-org/llama.cpp

README history 1 version

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

  1. 2026-06-18Create README.mdb6d3dc65.1 KB
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