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

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-8Bit"
Response includes
  • classification m1
  • files 18
  • hub_downloads_all_time 2,385
  • 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
2K
638 last 30d - stable
Likes
1
Model age
7w ago
created 2026-08-16
Downloads over time
Now2.6K→from690↑276%
5951.3K2.1K2.8K690 on Aug 192.6K on Oct 11AugSepOct
Aug 19 → Oct 11 · 48 snapshots · spans 53 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-8Bit↓ 638

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-6Bit 585
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
27.5 GB
Files
18
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-08-25 20:19
Source huggingface.co/ailexleon/Huihui-Qwen3.8-27B-abliterated-mlx-8Bit ↗ Base model huihui-ai/Huihui-Qwen3.8-27B-abliterated →

Files by quantization

Auxiliary files 18 files 27.5 GB
model-00003-of-00006.safetensors 4.99 GB 09661012 download
model-00002-of-00006.safetensors 4.99 GB 0f2dd553 download
model-00004-of-00006.safetensors 4.97 GB 0bcf526c download
model-00001-of-00006.safetensors 4.95 GB c7921fe7 download
model-00005-of-00006.safetensors 4.93 GB 6805ee40 download
model-00006-of-00006.safetensors 2.65 GB 3e7e0ed0 download
tokenizer.json 19.1 MB 06b95093 download
vocab.json 6.41 MB 0aa0ce06 download
model.safetensors.index.json 213 KB 2201d720 download
chat_template.jinja 8.74 KB c0c686f9 download
config.json 4.82 KB 52ce4562 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 6d1048a8 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-8Bit

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-8Bit --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.md0aa7243721 B
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  2. 2026-08-16Update README.md4138e8e676 B
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  3. 2026-08-16Upload folder using huggingface_hub0ddea7a379 B
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