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ailexleon/Huihui-Qwen3.8-27B-abliterated-mlx-6Bit

ailexleon Qwen 27B multimodal second-order
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/ailexleon%2FHuihui-Qwen3.8-27B-abliterated-mlx-6Bit"
Response includes
  • classification m1
  • files 17
  • hub_downloads_all_time 2,797
  • author_summary 15 models
  • readme_text full
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What "m1" means · taxonomy
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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)
How we label → About M1 →
Refusal direction extracted via
Extraction technique

Difference-of-means

FromArditi et al. (2024) ↗
Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
What is a refusal direction? → Read the paper ↗
Downloads · lifetime
3K
572 last 30d - stable
Likes
1
Model age
8w ago
created 2026-08-16
Downloads over time
Now3K→from1.2K↑147%
1.1K1.8K2.5K3.2K1.2K on Aug 193K on Oct 12AugSepOct
Aug 19 → Oct 12 · 49 snapshots · spans 54 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.

huihui-ai/Huihui-Qwen3.8-27B-abliterated↓ 42,181 this lineage
ailexleon/Huihui-Qwen3.8-27B-abliterated-mlx-6Bit↓ 572

Metadata

License
apache-2.0
Tags
mlx safetensors qwen3_5 heretic uncensored decensored abliterated image-text-to-text conversational en base_model:huihui-ai/Huihui-Qwen3.8-27B-abliterated base_model:quantized:huihui-ai/Huihui-Qwen3.8-27B-abliterated

Related

Other by ailexleon
gemma-4-12B-it-qat-uncensored-heretic-mlx-4Bit 2K gemma-4-26B-A4B-it-qat-uncensored-heretic-mlx-vlm-4Bit 1K gemma-4-31B-it-qat-uncensored-heretic-mlx-lm-4Bit 826 Huihui-Qwen3.8-27B-abliterated-mlx-4Bit 729 Huihui-Qwen3.8-27B-abliterated-mlx-8Bit 638
Same base model
Barding-Defense/Qwen3.8-27B-huihui-abliterated-groupwise-int-NInfer 32K RentedNoodle/Qwen3.8-27B-GSQ-RCO-IQ3_XXS-Uncensored 31K sakamakismile/Huihui-Qwen3.8-27B-abliterated-NVFP4 22K Barding-Defense/Qwen3.8-27B-huihui-abliterated-NVFP4-NInfer 21K TelperionAI/Huihui-Qwen3.8-27B-abliterated-INT4-AWQ-GPTQ 20K
Total size
21.2 GB
Files
17
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-08-25 20:18
Source huggingface.co/ailexleon/Huihui-Qwen3.8-27B-abliterated-mlx-6Bit ↗ Base model huihui-ai/Huihui-Qwen3.8-27B-abliterated →

Files by quantization

Auxiliary files 17 files 21.2 GB
model-00001-of-00005.safetensors 4.99 GB f32d3483 download
model-00002-of-00005.safetensors 4.98 GB 2e56f99d download
model-00004-of-00005.safetensors 4.97 GB e441a2e1 download
model-00003-of-00005.safetensors 4.97 GB 414f669f download
model-00005-of-00005.safetensors 1.31 GB 2db77b96 download
tokenizer.json 19.1 MB 06b95093 download
vocab.json 6.41 MB 0aa0ce06 download
model.safetensors.index.json 213 KB 8b98b99f download
chat_template.jinja 8.74 KB c0c686f9 download
config.json 4.82 KB cc323e8e download
.gitattributes 1.53 KB 52373fe2 download
tokenizer_config.json 1.14 KB 1d134cd2 download
processor_config.json 991 B 8f29fe38 download
README.md 676 B 96c38c23 download
preprocessor_config.json 390 B 2ea84a43 download
video_preprocessor_config.json 385 B 3ba673a5 download
generation_config.json 202 B 023756cf download

README current version from Hugging Face

base_model:

  • huihui-ai/Huihui-Qwen3.8-27B-abliterated
    license: apache-2.0
    language: en
    library_name: mlx
    pipeline_tag: image-text-to-text
    tags:
  • mlx
  • heretic
  • uncensored
  • decensored
  • abliterated

ailexleon/Huihui-Qwen3.8-27B-abliterated-mlx-6Bit

Converted to MLX format from huihui-ai/Huihui-Qwen3.8-27B-abliterated using mlx-vlm version 0.6.13.

Use with mlx

pip install -U mlx-vlm

python -m mlx_vlm.generate --model ailexleon/Huihui-Qwen3.8-27B-abliterated-mlx-6Bit --max-tokens 100 --temperature 0.0 --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. 2026-08-25Update README.mda68be74721 B
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  2. 2026-08-16Update README.md39f11ca676 B
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  3. 2026-08-16Upload folder using huggingface_huba6147b2379 B
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