Get the app
← back to catalog · registered 2026-08-22 13:56

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

EZCon Qwen 1.0B multimodal second-order
Your rig guess connected
? Why do I need an app?
Reading your rig…

This is a rough estimate. Install the free app - we'll show exact numbers.

Reading real hardware from your app right now. Numbers below are exact.

Below is the per-quantization compatibility for this model. 

curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/EZCon%2FHuihui-Qwen3-VL-4B-Instruct-abliterated-mlx"
Response includes
  • classification m1
  • files 18
  • hub_downloads_all_time 2,959
  • author_summary 31 models
  • readme_text full
Try next
GET/models?author=EZCon
All 31 models by EZCon
 GET/models?family=qwen&method=m1
Sibling qwen models · same method
 GET/methods/m1
What "m1" means · taxonomy
10 credits · hourly refresh · ~4 KB payload Get an API key →
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
3K
500 last 30d - stable
Likes
1
Model age
12mo ago
created 2025-10-16
Downloads over time
Now3.1K→from71↑4,317%
01.1K2.3K3.4K71 on Oct 15, 20253.1K on Oct 11Oct '25Dec '25FebAprJunAugOct
Oct 15, 2025 → Oct 11 · 91 snapshots · spans 361 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-4B-Instruct-abliterated↓ 15,140 this lineage
EZCon/Huihui-Qwen3-VL-4B-Instruct-abliterated-mlx↓ 500

Metadata

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

Related

Other by EZCon
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 Huihui-Qwen3-VL-4B-Instruct-abliterated-4bit-mlx 298
Same base model
noctrex/Huihui-Qwen3-VL-4B-Instruct-abliterated-GGUF 28K mradermacher/Huihui-Qwen3-VL-4B-Instruct-abliterated-GGUF 3K noctrex/Huihui-Qwen3-VL-4B-Instruct-abliterated-i1-GGUF 1K mradermacher/Huihui-Qwen3-VL-4B-Instruct-abliterated-i1-GGUF 1K EZCon/Huihui-Qwen3-VL-4B-Instruct-abliterated-8bit-mlx 379
Total size
13.0 GB
Files
18
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-09-02 08:12
Source huggingface.co/EZCon/Huihui-Qwen3-VL-4B-Instruct-abliterated-mlx ↗ Base model huihui-ai/Huihui-Qwen3-VL-4B-Instruct-abliterated →

Files by quantization

Auxiliary files 18 files 13.0 GB
model-00001-of-00002.safetensors 4.98 GB b51965be download
model.safetensors 4.75 GB b85b2d42 download
model-00002-of-00002.safetensors 3.29 GB a1ef1801 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 66.0 KB ca6cc68b download
chat_template.jinja 5.17 KB 12438680 download
config.json 2.20 KB 98fe0d55 download
.gitattributes 1.53 KB 52373fe2 download
processor_config.json 989 B d0bf62ac download
README.md 822 B 944e1fc7 download
video_preprocessor_config.json 817 B e32b1d90 download
preprocessor_config.json 782 B 2fa65535 download
added_tokens.json 707 B b54f9135 download
special_tokens_map.json 613 B ac23c0aa download
tokenizer_config.json 418 B e103cbdf download
generation_config.json 213 B bdb4e037 download

README current version from Hugging Face

license: apache-2.0
base_model: huihui-ai/Huihui-Qwen3-VL-4B-Instruct-abliterated
pipeline_tag: image-text-to-text
tags:

  • abliterated
  • uncensored
  • mlx
    library_name: mlx

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

This model was converted to MLX format from huihui-ai/Huihui-Qwen3-VL-4B-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-4B-Instruct-abliterated-mlx --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

README history 20 versions

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

  1. 2026-09-02Upload folder using huggingface_hubd3af5b4822 B
    Loading...
  2. 2026-08-12Upload folder using huggingface_hubb01f3fe822 B
    Loading...
  3. 2026-07-15Upload folder using huggingface_hube8a9415821 B
    Loading...
  4. 2026-07-08Upload folder using huggingface_hubaf8f31c821 B
    Loading...
  5. 2026-06-12Upload folder using huggingface_hub8027a64821 B
    Loading...
  6. 2026-05-19Upload folder using huggingface_hub84d33b0821 B
    Loading...
  7. 2026-04-04Upload folder using huggingface_hub0d4559b821 B
    Loading...
  8. 2026-04-03Upload folder using huggingface_hub34c07c0821 B
    Loading...
  9. 2026-03-29Upload folder using huggingface_hub4ec96c3821 B
    Loading...
  10. 2026-03-24Upload folder using huggingface_hub80382a5734 B
    Loading...
  11. 2026-03-12Upload folder using huggingface_hubeead02a734 B
    Loading...
  12. 2026-02-23Upload folder using huggingface_hub79353ec735 B
    Loading...
  13. 2026-02-05Upload folder using huggingface_hub01ff2af735 B
    Loading...
  14. 2026-01-23Upload folder using huggingface_hubbfd7c05735 B
    Loading...
  15. 2025-12-12Upload folder using huggingface_hub7a48178734 B
    Loading...
  16. 2025-11-20Upload folder using huggingface_hubc906532734 B
    Loading...
  17. 2025-10-22Upload folder using huggingface_hub82eb8b8707 B
    Loading...
  18. 2025-10-21Upload folder using huggingface_hubc3f593d707 B
    Loading...
  19. 2025-10-17Upload folder using huggingface_hubc0bbf06707 B
    Loading...
  20. 2025-10-16Upload folder using huggingface_hub05defb0674 B
    Loading...
Catalog is the map. Apps are the tools.

Run models on your own machine, not in the cloud.

Every model page has an "Open in Abliteration" button that hands the model directly to the first-party desktop client, at the quantization your rig can actually run. No API keys, no subscription, no prompt leakage.

Get the app Browse the catalog
Open in Abliteration