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ailexleon/Huihui-Qwen3.8-27B-abliterated-mlx-mixed_4_6

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-mixed_4_6"
Response includes
  • classification m1
  • files 16
  • hub_downloads_all_time 353
  • 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
353
194 last 30d - active
Likes
0
Model age
6w ago
created 2026-08-25
Downloads over time
Now432→from29↑1,390%
916331847229 on Aug 26432 on Oct 11AugSepOct
Aug 26 → Oct 11 · 47 snapshots · spans 46 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↓ 43,182 this lineage
ailexleon/Huihui-Qwen3.8-27B-abliterated-mlx-mixed_4_6↓ 194

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 818 Huihui-Qwen3.8-27B-abliterated-mlx-4Bit 726 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 23K Barding-Defense/Qwen3.8-27B-huihui-abliterated-NVFP4-NInfer 21K TelperionAI/Huihui-Qwen3.8-27B-abliterated-INT4-AWQ-GPTQ 20K
Total size
16.2 GB
Files
16
Quantizations
1
Registered
2026-08-25 21:02
Last updated on HF
2026-08-25 20:10
Source huggingface.co/ailexleon/Huihui-Qwen3.8-27B-abliterated-mlx-mixed_4_6 ↗ Base model huihui-ai/Huihui-Qwen3.8-27B-abliterated →

Files by quantization

Auxiliary files 16 files 16.2 GB
model-00002-of-00004.safetensors 5.00 GB 820aa238 download
model-00001-of-00004.safetensors 4.98 GB 9931c52a download
model-00003-of-00004.safetensors 4.95 GB b9747a50 download
model-00004-of-00004.safetensors 1.29 GB 2c4c07fe download
tokenizer.json 19.1 MB 06b95093 download
vocab.json 6.41 MB 0aa0ce06 download
model.safetensors.index.json 213 KB f1a0c06e download
config.json 126 KB 7c7f9c1d download
chat_template.jinja 8.74 KB d5248557 download
.gitattributes 1.53 KB 52373fe2 download
tokenizer_config.json 1.14 KB 1d134cd2 download
processor_config.json 991 B 8f29fe38 download
README.md 731 B b1cdc5b1 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-mixed_4_6

Converted to MLX format from huihui-ai/Huihui-Qwen3.8-27B-abliterated using mlx-vlm version 0.6.16.

Default reasoning_effort set to medium.

Use with mlx

pip install -U mlx-vlm

python -m mlx_vlm.generate --model ailexleon/Huihui-Qwen3.8-27B-abliterated-mlx-mixed_4_6 --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.md7545ff8731 B
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  2. 2026-08-25Update README.md1ad8cba686 B
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  3. 2026-08-25Upload folder using huggingface_hub6de505e389 B
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