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zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6

zecanard Gemma 25B MoE multimodal second-order
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  • files 12
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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
168 last 30d - cooling
Likes
1
Model age
5mo ago
created 2026-04-19
Downloads over time
Now2.2K→from322↑589%
2279541.7K2.4K322 on Apr 222.2K on Oct 11AprMayJunJulAugSepOct
Apr 22 → Oct 11 · 64 snapshots · spans 172 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 3-bit heretic uncensored decensored abliterated ara image-text-to-text conversational en

Related

Total size
12.9 GB
Files
12
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-06-15 08:15

Files by quantization

Auxiliary files 12 files 12.9 GB
model-00002-of-00003.safetensors 4.99 GB 270e4acb download
model-00001-of-00003.safetensors 4.91 GB d24e1d2b download
model-00003-of-00003.safetensors 2.99 GB c880d596 download
tokenizer.json 30.7 MB a2619fe1 download
model.safetensors.index.json 173 KB 7937f71e download
config.json 85.0 KB bbb513c6 download
chat_template.jinja 17.9 KB 1c29e513 download
tokenizer_config.json 2.75 KB dc684e39 download
README.md 1.76 KB a2c309b0 download
.gitattributes 1.53 KB 52373fe2 download
processor_config.json 902 B 13e92a44 download
generation_config.json 203 B edda3c19 download

README current version from Hugging Face


base_model: trohrbaugh/gemma-4-26B-A4B-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: image-text-to-text
tags:

  • mlx
  • 3-bit
  • heretic
  • uncensored
  • decensored
  • abliterated
  • ara

🦆 zecanard/gemma-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6

This model was converted to MLX from trohrbaugh/gemma-4-26B-A4B-it-heretic-ara using mlx-vlm version 0.6.3.
Please refer to the original model card for more details.

🌟 Quality

Mixed-precision quantized vision language model with an effective 4.295 bits per weight. Combines the size and speed benefits of a 3-bit quant with higher precision where it matters most.

mlx_vlm.convert --quantize --q-group-size 32 --quant-predicate mixed_3_6

🛠️ 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-4-26B-A4B-it-uncensored-heretic-ara-MLX-3bit-mixed_3_6 --max-tokens 100 --temperature 0 --prompt "Describe this image." --image <path_to_image>

README history 4 versions

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

  1. 2026-06-13Add files using upload-large-folder tool5f3abba1.8 KB
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  2. 2026-05-08Add files using upload-large-folder tool9c76ce81.7 KB
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  3. 2026-04-19Add files using upload-large-folder tool131ad861.7 KB
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  4. 2026-04-19Add files using upload-large-folder tool30d17ed1.7 KB
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