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AITRADER/Huihui-Qwen3.5-35B-A3B-abliterated-8bit-MLX

AITRADER Qwen 35B MoE multimodal
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/AITRADER%2FHuihui-Qwen3.5-35B-A3B-abliterated-8bit-MLX"
Response includes
  • classification m1
  • files 21
  • benchmarks 11 entries
  • hub_downloads_all_time 1,893
  • author_summary 30 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
46 last 30d - cooling
Likes
0
Model age
7mo ago
created 2026-02-27
Downloads over time
Now1.9K→from15↑12,613%
06991.4K2.1K15 on Feb 251.9K on Oct 111.9K on Oct 10FebAprJunAugOct
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 0.8 UGI
Hazardous 4.1 UGI
Natural Intelligence 24.97 UGI
Political lean -20.7% UGI
Sensitive-Info 20.98 UGI
SocPol 2.1 UGI
UGI 23.15 UGI
Willingness (10) 2.8 UGI
W10-Adherence 1.5 UGI
W10-Direct 4 UGI
Writing 37 UGI

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.

Qwen/Qwen3.5-35B-A3B this lineage
AITRADER/Huihui-Qwen3.5-35B-A3B-abliterated-8bit-MLX↓ 46

Metadata

License
apache-2.0
Tags
transformers safetensors qwen3_5_moe image-text-to-text abliterated uncensored mlx conversational base_model:Qwen/Qwen3.5-35B-A3B base_model:quantized:Qwen/Qwen3.5-35B-A3B license:apache-2.0 endpoints_compatible

Related

Other by AITRADER
Huihui-Qwen3.5-27B-Claude-4.6-Opus-abliterated-mlx-mxfp8 298 Jackrong-Qwen3.5-9B-Claude-Reasoning-abliterated-mxfp8-MLX 263 Huihui-Qwen3-Coder-Next-abliterated-mlx-8Bit 251 gemma-4-31B-Claude-Opus-Distill-abliterated-mlx-mxfp8 211 Qwen2.5-VL-32B-Instruct-abliterated-mlx-fp16 203
Same base model
HauhauCS/Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive 126K huihui-ai/Huihui-Qwen3.5-35B-A3B-abliterated 2K kataguru/Qwen3.5-35B-A3B-Jackripper-v1.0-Uncensored-GGUF 987 Unrestricted/Qwen3.5-35B-A3B-Uncensored-HauhauCS-Aggressive 827 amarck/Qwen3.5-35B-A3B-abliterated-GGUF 475
Total size
35.1 GB
Files
21
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-02-28 21:15
Source huggingface.co/AITRADER/Huihui-Qwen3.5-35B-A3B-abliterated-8bit-MLX ↗ Base model Qwen/Qwen3.5-35B-A3B ↗

Files by quantization

Auxiliary files 21 files 35.2 GB
model-00004-of-00008.safetensors 5.00 GB eeda321d download
model-00006-of-00008.safetensors 5.00 GB e4130204 download
model-00002-of-00008.safetensors 5.00 GB 1ca6aef8 download
model-00003-of-00008.safetensors 4.99 GB f5f13612 download
model-00005-of-00008.safetensors 4.99 GB acd3fad1 download
model-00001-of-00008.safetensors 4.96 GB e27701ff download
model-00007-of-00008.safetensors 4.69 GB 5c322059 download
model-00008-of-00008.safetensors 515 MB 44a4e165 download
tokenizer.json 19.1 MB 87a7830d download
vocab.json 6.41 MB 0aa0ce06 download
model.safetensors.index.json 211 KB 3fad6996 download
chat_template.jinja 7.57 KB a585dec8 download
chat_template-vl-think.jinja 5.24 KB 3e446f2f download
config.json 3.72 KB 9d4f3cc7 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 691 B a247c946 download
preprocessor_config.json 390 B 2ea84a43 download
video_preprocessor_config.json 385 B 3ba673a5 download
generation_config.json 244 B 5ff346d6 download

README current version from Hugging Face

library_name: transformers
license: apache-2.0
license_link: https://huggingface.co/Qwen/Qwen3.5-35B-A3B/blob/main/LICENSE
pipeline_tag: image-text-to-text
base_model:

  • Qwen/Qwen3.5-35B-A3B
    tags:
  • abliterated
  • uncensored
  • mlx

Huihui-Qwen3.5-35B-A3B-abliterated-8bit-MLX

This is an 8-bit quantized MLX version of huihui-ai/Qwen3.5-35B-A3B-abliterated, a vision-language model based on Qwen3.5-35B-A3B with abliteration applied to remove refusal behavior.

Usage

mlx-vlm generate --model AITRADER/Huihui-Qwen3.5-35B-A3B-abliterated-8bit-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_hub639e8aa691 B
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