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zecanard/gemma-4-E2B-it-uncensored-abliterix-MLX-4bit-mixed_4_6

zecanard Gemma 4.6B multimodal second-order
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  • files 10
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  • author_summary 95 models
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Abliteration classifier · v1.0.0
M1
Primary method

Direct removal

No other method signals detected in this model.
Confidence
MEDIUM
Why this label 3 signals
Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.
  • 'abliterated' in name/tags
  • is_gguf=0 (base model)
  • no specific method indicators - defaulting to M1 (most common)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
Downloads · lifetime
507
47 last 30d - cooling
Likes
1
Model age
4mo ago
created 2026-06-11
Downloads over time
Now521→from20↑2,505%
019038157120 on Jun 10521 on Oct 11521 on Oct 9JunJulAugSepOct
Jun 10 → Oct 11 · 57 snapshots · spans 123 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
gemma
Tags
mlx safetensors gemma4 abliterix decensored abliterated uncensored direct-weight-editing multimodal image-text-to-text conversational en

Related

Total size
4.01 GB
Files
10
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-06-15 08:17

Files by quantization

Auxiliary files 10 files 4.04 GB
model.safetensors 4.01 GB 13616831 download
tokenizer.json 30.7 MB a2619fe1 download
model.safetensors.index.json 213 KB fab9c2d4 download
config.json 73.6 KB 7b97d562 download
chat_template.jinja 17.9 KB 1c29e513 download
tokenizer_config.json 2.75 KB dc684e39 download
README.md 1.69 KB 769a91f4 download
.gitattributes 1.53 KB 52373fe2 download
processor_config.json 873 B c77b820a download
generation_config.json 208 B eb915975 download

README current version from Hugging Face


license: gemma
base_model: wangzhang/gemma-4-E2B-it-abliterated
language: en
pipeline_tag: image-text-to-text
library_name: mlx
tags:

  • mlx
  • abliterix
  • decensored
  • abliterated
  • uncensored
  • gemma4
  • direct-weight-editing
  • multimodal

🦆 zecanard/gemma-4-E2B-it-uncensored-abliterix-MLX-4bit-mixed_4_6

This model was converted to MLX from wangzhang/gemma-4-E2B-it-abliterated 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 6.787 bits per weight. Combines the size and speed benefits of a 4-bit quant with higher precision where it matters most.

mlx_vlm.convert --quantize --q-group-size 32 --quant-predicate mixed_4_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-E2B-it-uncensored-abliterix-MLX-4bit-mixed_4_6 --max-tokens 100 --temperature 0 --prompt "Describe this image." --image <path_to_image>

README history 3 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 tool1eaeee21.7 KB
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  2. 2026-06-11Add files using upload-large-folder toolcb0fbb01.7 KB
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  3. 2026-06-11Add files using upload-large-folder tooldfe80ad1.7 KB
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