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zecanard/gemma-4-12b-it-uncensored-heretic-MLX-5bit-int5-affine

zecanard Gemma 12B second-order
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  • files 11
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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
1K
77 last 30d - cooling
Likes
1
Model age
4mo ago
created 2026-06-12
Downloads over time
Now1.5K→from29↑4,928%
05341.1K1.6K29 on Jun 101.5K on Oct 11JunJulAugSepOct
Jun 10 → Oct 11 · 57 snapshots · spans 123 days

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Tags
mlx safetensors gemma4_unified heretic uncensored decensored abliterated any-to-any en base_model:trohrbaugh/gemma-4-12b-it-heretic base_model:quantized:trohrbaugh/gemma-4-12b-it-heretic license:apache-2.0

Related

Total size
8.36 GB
Files
11
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-06-15 08:17

Files by quantization

Auxiliary files 11 files 8.40 GB
model-00001-of-00002.safetensors 5.00 GB 2f6e0e56 download
model-00002-of-00002.safetensors 3.37 GB 27409204 download
tokenizer.json 30.7 MB a2619fe1 download
model.safetensors.index.json 132 KB c94ace6b download
chat_template.jinja 17.9 KB 1c29e513 download
config.json 5.74 KB e08b49cd download
tokenizer_config.json 2.76 KB 72bf0fde download
README.md 1.58 KB 0d4e8657 download
.gitattributes 1.53 KB 52373fe2 download
processor_config.json 868 B 62a14d5c download
generation_config.json 255 B f25a2e34 download

README current version from Hugging Face


license: apache-2.0
license_link: https://ai.google.dev/gemma/docs/gemma_4_license
pipeline_tag: any-to-any
base_model: trohrbaugh/gemma-4-12b-it-heretic
language: en
library_name: mlx
tags:

  • mlx
  • heretic
  • uncensored
  • decensored
  • abliterated

🦆 zecanard/gemma-4-12b-it-uncensored-heretic-MLX-5bit-int5-affine

This model was converted to MLX from trohrbaugh/gemma-4-12b-it-heretic using mlx-vlm version 0.6.3.
Please refer to the original model card for more details.

🌟 Quality

Quantized vision language model with an effective 6.012 bits per weight.

mlx_vlm.convert --quantize --q-group-size 32 --q-bits 5 --q-mode affine

🛠️ Customizations

This quant includes a bugfix for tools calling. It is aware of the current date, and also enables thinking (if available). You may disable this behavior by deleting the following line from the chat template, or changing true to false:

{%- set enable_thinking = true %}

You may need to adjust your environment’s Reasoning Section Parsing to recognize <|channel>thought as the Start String, and <channel|> as the End String.

🖥️ Use with mlx

pip install -U mlx-vlm
mlx_vlm.generate --model zecanard/gemma-4-12b-it-uncensored-heretic-MLX-5bit-int5-affine --max-tokens 100 --temperature 0 --prompt "Describe this image." --image <path_to_image>

README history 1 version

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

  1. 2026-06-12Add files using upload-large-folder toolea9cdb71.6 KB
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