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zecanard/gemma-4-E2B-it-uncensored-heretic-ara-MLX-8bit-int8-affine

zecanard Gemma 4.6B second-order
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  • classification m3
  • files 11
  • hub_downloads_all_time 1,670
  • author_summary 95 models
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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
2K
79 last 30d - cooling
Likes
1
Model age
5mo ago
created 2026-04-17
Downloads over time
Now1.7K→from121↑1,298%
436441.2K1.8K121 on Apr 151.7K on Oct 111.7K on Oct 10AprMayJunJulAugSepOct
Apr 15 → Oct 11 · 65 snapshots · spans 179 days

Genealogy 0 direct forks

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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
Tags
mlx safetensors gemma4 heretic uncensored decensored abliterated ara any-to-any en base_model:p-e-w/gemma-4-E2B-it-heretic-ara base_model:quantized:p-e-w/gemma-4-E2B-it-heretic-ara

Related

Total size
5.73 GB
Files
11
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-06-15 08:14

Files by quantization

Auxiliary files 11 files 5.76 GB
model-00001-of-00002.safetensors 5.00 GB b9e8793d download
model-00002-of-00002.safetensors 752 MB 59dd7d61 download
tokenizer.json 30.7 MB cc8d3a0c download
model.safetensors.index.json 250 KB ecaaa189 download
chat_template.jinja 17.9 KB 1c29e513 download
config.json 6.28 KB f2186b4f download
tokenizer_config.json 2.65 KB 9c79a145 download
README.md 1.59 KB 25574ed3 download
.gitattributes 1.53 KB 52373fe2 download
processor_config.json 873 B c77b820a download
generation_config.json 208 B e605bb45 download

README current version from Hugging Face


base_model: p-e-w/gemma-4-E2B-it-heretic-ara
language: en
library_name: mlx
license: apache-2.0
license_link: https://ai.google.dev/gemma/docs/gemma_4_license
pipeline_tag: any-to-any
tags:

  • mlx
  • heretic
  • uncensored
  • decensored
  • abliterated
  • ara

🦆 zecanard/gemma-4-E2B-it-uncensored-heretic-ara-MLX-8bit-int8-affine

This model was converted to MLX from p-e-w/gemma-4-E2B-it-heretic-ara 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 9.693 bits per weight.

mlx_vlm.convert --quantize --q-group-size 32 --q-bits 8 --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-E2B-it-uncensored-heretic-ara-MLX-8bit-int8-affine --max-tokens 100 --temperature 0 --prompt "Describe this image." --image <path_to_image>

README history 10 versions

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 tool82a0b211.6 KB
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  2. 2026-05-08Add files using upload-large-folder tool57db4fe1.6 KB
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  3. 2026-04-19Add files using upload-large-folder tool1e2a3551.6 KB
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  10. 2026-04-17Add files using upload-large-folder toolc9187841.5 KB
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