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AITRADER/Huihui-Qwen3.5-27B-abliterated-fp16-MLX

AITRADER Qwen 27B multimodal
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curl -H "Authorization: Bearer $ABL_KEY" \
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Response includes
  • classification m1
  • files 24
  • benchmarks 11 entries
  • hub_downloads_all_time 1,302
  • author_summary 30 models
  • readme_text full
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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
1K
35 last 30d - cooling
Likes
1
Model age
7mo ago
created 2026-02-27
Downloads over time
Now1.3K→from14↑9,243%
04799581.4K14 on Feb 251.3K on Oct 11FebAprJunAugOct
Feb 25 → Oct 11 · 72 snapshots · spans 228 days

Benchmarks

Portrait before abliteration
Benchmarks of the base model as it stood before the refusal-removal operation. Compare with the numbers above to see what the operation cost.
Benchmark Score Source
Entertainment 1 UGI
Hazardous 1.8 UGI
Natural Intelligence 35.83 UGI
Political lean -17.8% UGI
Sensitive-Info 17.72 UGI
SocPol 2.7 UGI
UGI 15.98 UGI
Willingness (10) 1.2 UGI
W10-Adherence 1.5 UGI
W10-Direct 1 UGI
Writing 42.37 UGI

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Tags
transformers safetensors qwen3_5 image-text-to-text abliterated uncensored mlx conversational base_model:Qwen/Qwen3.5-27B base_model:finetune:Qwen/Qwen3.5-27B license:apache-2.0 endpoints_compatible

Related

Total size
51.0 GB
Files
24
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-02-28 21:15

Files by quantization

Auxiliary files 24 files 51.0 GB
model-00009-of-00011.safetensors 4.98 GB c88d9664 download
model-00005-of-00011.safetensors 4.98 GB 4cba6851 download
model-00004-of-00011.safetensors 4.96 GB ec8e37fd download
model-00006-of-00011.safetensors 4.96 GB 87d94084 download
model-00003-of-00011.safetensors 4.96 GB 8b45891c download
model-00007-of-00011.safetensors 4.96 GB ab25e635 download
model-00008-of-00011.safetensors 4.96 GB 5a4be429 download
model-00002-of-00011.safetensors 4.96 GB 73314ae6 download
model-00001-of-00011.safetensors 4.87 GB 8810eb19 download
model-00010-of-00011.safetensors 4.03 GB 90411f5d download
model-00011-of-00011.safetensors 2.37 GB 51871daf download
tokenizer.json 19.1 MB 87a7830d download
vocab.json 6.41 MB 0aa0ce06 download
model.safetensors.index.json 113 KB 8bc84c9e download
chat_template.jinja 7.57 KB a585dec8 download
chat_template-vl-think.jinja 5.24 KB 3e446f2f download
config.json 4.10 KB d7825525 download
.gitattributes 1.53 KB 52373fe2 download
processor_config.json 1.27 KB 7ad6acdf download
tokenizer_config.json 1.11 KB a068e246 download
README.md 596 B c19b45c7 download
preprocessor_config.json 390 B 2ea84a43 download
video_preprocessor_config.json 385 B 3ba673a5 download
generation_config.json 244 B 85b45ab4 download

README current version from Hugging Face


library_name: transformers
license: apache-2.0
pipeline_tag: image-text-to-text
base_model:

  • Qwen/Qwen3.5-27B
    tags:
  • abliterated
  • uncensored
  • mlx

Huihui-Qwen3.5-27B-abliterated-fp16-MLX

This is a full-precision (fp16) MLX version of huihui-ai/Qwen3.5-27B-abliterated, a vision-language model based on Qwen3.5-27B with abliteration applied to remove refusal behavior.

Usage

mlx-vlm generate --model AITRADER/Huihui-Qwen3.5-27B-abliterated-fp16-MLX --prompt "Describe this image." --image <path_to_image>

README history 1 version

The author's README evolved over time. Click a version to see its content at that point.

  1. 2026-02-28Upload README.md with huggingface_hubcbeda4d596 B
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