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EZCon/Huihui-Qwen3-VL-2B-Instruct-abliterated-4bit-mlx

EZCon Qwen 1.7B multimodal second-order
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/EZCon%2FHuihui-Qwen3-VL-2B-Instruct-abliterated-4bit-mlx"
Response includes
  • classification m1
  • files 17
  • hub_downloads_all_time 1,374
  • author_summary 31 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
1K
207 last 30d - stable
Likes
0
Model age
11mo ago
created 2025-10-23
Downloads over time
Now1.5K→from49↑2,869%
05321.1K1.6K49 on Oct 22, 20251.5K on Oct 11Oct '25Dec '25FebAprJunAugOct
Oct 22, 2025 → Oct 11 · 90 snapshots · spans 354 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-VL-2B-Instruct-abliterated↓ 941 this lineage
EZCon/Huihui-Qwen3-VL-2B-Instruct-abliterated-4bit-mlx↓ 207

Metadata

License
apache-2.0
Tags
mlx safetensors qwen3_vl abliterated uncensored image-text-to-text conversational base_model:huihui-ai/Huihui-Qwen3-VL-2B-Instruct-abliterated base_model:quantized:huihui-ai/Huihui-Qwen3-VL-2B-Instruct-abliterated license:apache-2.0 4-bit region:us

Related

Other by EZCon
Huihui-Qwen3-VL-4B-Instruct-abliterated-mlx 500 Huihui-gemma-4-E4B-it-abliterated-4bit-mlx 422 Qwen2-VL-2B-Instruct-abliterated-mlx 389 Huihui-Qwen3-VL-4B-Instruct-abliterated-8bit-mlx 379 Huihui-Qwen3-VL-2B-Instruct-abliterated-mlx 336
Same base model
noctrex/Huihui-Qwen3-VL-2B-Instruct-abliterated-GGUF 3K mradermacher/Huihui-Qwen3-VL-2B-Instruct-abliterated-GGUF 921 mradermacher/Huihui-Qwen3-VL-2B-Instruct-abliterated-i1-GGUF 774 EZCon/Huihui-Qwen3-VL-2B-Instruct-abliterated-mlx 336 EZCon/Huihui-Qwen3-VL-2B-Instruct-abliterated-4bit-g32-mxfp4-mixed_4_8-mlx 169
Total size
1.66 GB
Files
17
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-08-12 11:49
Source huggingface.co/EZCon/Huihui-Qwen3-VL-2B-Instruct-abliterated-4bit-mlx ↗ Base model huihui-ai/Huihui-Qwen3-VL-2B-Instruct-abliterated →

Files by quantization

Auxiliary files 17 files 1.67 GB
model.safetensors 1.66 GB b3789da2 download
tokenizer.json 10.9 MB be756060 download
vocab.json 2.65 MB 4783fe10 download
merges.txt 1.59 MB 31349551 download
model.safetensors.index.json 80.8 KB bfcea108 download
chat_template.json 5.37 KB e49e75bd download
chat_template.jinja 5.17 KB 12438680 download
config.json 2.39 KB b11afe27 download
.gitattributes 1.53 KB 52373fe2 download
processor_config.json 991 B 8f29fe38 download
README.md 832 B adce817a download
added_tokens.json 735 B 6f359db5 download
tokenizer_config.json 734 B 42bc491e download
special_tokens_map.json 644 B 3a784031 download
preprocessor_config.json 410 B 82b2c0d3 download
video_preprocessor_config.json 385 B 3ba673a5 download
generation_config.json 282 B 6ba19447 download

README current version from Hugging Face

license: apache-2.0
pipeline_tag: image-text-to-text
library_name: mlx
base_model: huihui-ai/Huihui-Qwen3-VL-2B-Instruct-abliterated
tags:

  • abliterated
  • uncensored
  • mlx

EZCon/Huihui-Qwen3-VL-2B-Instruct-abliterated-4bit-mlx

This model was converted to MLX format from huihui-ai/Huihui-Qwen3-VL-2B-Instruct-abliterated
using mlx-vlm version 0.6.12.
Refer to the original model card for more details on the model.

Use with mlx

pip install -U mlx-vlm

python -m mlx_vlm.generate --model EZCon/Huihui-Qwen3-VL-2B-Instruct-abliterated-4bit-mlx --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

README history 19 versions

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

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