← back to catalog · registered 2026-08-22 13:56

zecanard/gemma-4-31B-it-uncensored-abliterix-MLX-6bit-int6-affine

zecanard Gemma 31B multimodal second-order
Your rig guess connected
? Why do I need an app?
Reading your rig…

This is a rough estimate. Install the free app - we'll show exact numbers.

Reading real hardware from your app right now. Numbers below are exact.

Below is the per-quantization compatibility for this model.

curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/zecanard%2Fgemma-4-31B-it-uncensored-abliterix-MLX-6bit-int6-affine"
Response includes
  • classification m1
  • files 15
  • hub_downloads_all_time 3,519
  • author_summary 95 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
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
4K
192 last 30d - cooling
Likes
1
Model age
6mo ago
created 2026-04-11
Downloads over time
Now3.6K→from200↑1,692%
311.3K2.6K3.9K200 on Apr 153.6K on Oct 11AprMayJunJulAugSepOct
Apr 15 → Oct 11 · 65 snapshots · spans 179 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.

Metadata

License
gemma
Tags
mlx safetensors gemma4 decensored abliterated uncensored direct-weight-editing abliterix vllm llm-judge image-text-to-text conversational

Related

Total size
26.1 GB
Files
15
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-06-15 08:18

Files by quantization

Auxiliary files 15 files 26.1 GB
model-00001-of-00006.safetensors 5.00 GB cc2ba257 download
model-00002-of-00006.safetensors 4.98 GB 657fcf25 download
model-00003-of-00006.safetensors 4.96 GB a61249e5 download
model-00004-of-00006.safetensors 4.95 GB 21524031 download
model-00005-of-00006.safetensors 4.94 GB 978e1b53 download
model-00006-of-00006.safetensors 1.25 GB f29c78e5 download
tokenizer.json 30.7 MB a2619fe1 download
model.safetensors.index.json 201 KB cc5f8e46 download
chat_template.jinja 17.9 KB 1c29e513 download
config.json 5.93 KB dbbaef6b download
tokenizer_config.json 2.75 KB dc684e39 download
README.md 1.59 KB f73765cf download
.gitattributes 1.53 KB 52373fe2 download
processor_config.json 873 B c77b820a download
generation_config.json 203 B 5a376e9f download

README current version from Hugging Face


license: gemma
base_model: wangzhang/gemma-4-31B-it-abliterated
language: en
pipeline_tag: image-text-to-text
library_name: mlx
tags:

  • mlx
  • decensored
  • abliterated
  • uncensored
  • gemma4
  • direct-weight-editing
  • abliterix
  • vllm
  • llm-judge

🦆 zecanard/gemma-4-31B-it-uncensored-abliterix-MLX-6bit-int6-affine

This model was converted to MLX from wangzhang/gemma-4-31B-it-abliterated 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 7.170 bits per weight.

mlx_vlm.convert --quantize --q-group-size 32 --q-bits 6 --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-4-31B-it-uncensored-abliterix-MLX-6bit-int6-affine --max-tokens 100 --temperature 0 --prompt "Describe this image." --image <path_to_image>

README history 19 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 tool58061401.6 KB
    Loading...
  2. 2026-05-08Add files using upload-large-folder toole7e55131.6 KB
    Loading...
  3. 2026-04-30Add files using upload-large-folder toold4534511.6 KB
    Loading...
  4. 2026-04-16Add files using upload-large-folder tool28c6b311.5 KB
    Loading...
  5. 2026-04-15Add files using upload-large-folder tool1beaec11.5 KB
    Loading...
  6. 2026-04-15Add files using upload-large-folder toolc7e19c31.4 KB
    Loading...
  7. 2026-04-15Add files using upload-large-folder tool0dd1d1f1.3 KB
    Loading...
  8. 2026-04-13Add files using upload-large-folder tool9e1c8491.3 KB
    Loading...
  9. 2026-04-13Adding additional model details.36f45d71.3 KB
    Loading...
  10. 2026-04-13Upload folder using huggingface_hub0759fd5819 B
    Loading...
  11. 2026-04-12Upload 2 files3a39fff1.3 KB
    Loading...
  12. 2026-04-12Upload 2 files7b8c69e1.3 KB
    Loading...
  13. 2026-04-12Upload folder using huggingface_hub7d4ea38819 B
    Loading...
  14. 2026-04-12Upload README.md7e428961.4 KB
    Loading...
  15. 2026-04-12Upload 2 files995d4221.4 KB
    Loading...
  16. 2026-04-12Upload README.md979089a1.2 KB
    Loading...
  17. 2026-04-12Upload README.mde3341001.2 KB
    Loading...
  18. 2026-04-12Upload README.mdbb76d361.1 KB
    Loading...
  19. 2026-04-11Add files using upload-large-folder toolcbc3f7d956 B
    Loading...
Catalog is the map. Apps are the tools.

Run models on your own machine, not in the cloud.

Every model page has an "Open in Abliteration" button that hands the model directly to the first-party desktop client, at the quantization your rig can actually run. No API keys, no subscription, no prompt leakage.

Open in Abliteration