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

EZCon/Qwen2-VL-2B-Instruct-abliterated-8bit-mlx

EZCon Qwen 1.8B 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%2FQwen2-VL-2B-Instruct-abliterated-8bit-mlx"
Response includes
  • classification m1
  • files 17
  • hub_downloads_all_time 2,101
  • 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
2K
119 last 30d - cooling
Likes
1
Model age
14mo ago
created 2025-08-06
Downloads over time
Now2.1K→from33↑6,409%
07871.6K2.4K33 on Aug 6, 20252.1K on Oct 11Aug '25Oct '25Dec '25FebAprJunAugOct
Aug 6, 2025 → Oct 11 · 101 snapshots · spans 431 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/Qwen2-VL-2B-Instruct-abliterated this lineage
EZCon/Qwen2-VL-2B-Instruct-abliterated-8bit-mlx↓ 119

Metadata

License
apache-2.0
Languages
en
Tags
mlx safetensors qwen2_vl chat abliterated uncensored image-text-to-text conversational en license:apache-2.0 8-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
mradermacher/Qwen2-VL-2B-Instruct-abliterated-GGUF 1K mradermacher/Qwen2-VL-2B-Instruct-abliterated-i1-GGUF 1K EZCon/Qwen2-VL-2B-Instruct-abliterated-mlx 389 EZCon/Qwen2-VL-2B-Instruct-abliterated-4bit-g32-mxfp4-mixed_4_8-mlx 175 EZCon/Qwen2-VL-2B-Instruct-abliterated-4bit-mlx 84
Total size
3.00 GB
Files
17
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-08-12 12:03
Source huggingface.co/EZCon/Qwen2-VL-2B-Instruct-abliterated-8bit-mlx ↗ Base model huihui-ai/Qwen2-VL-2B-Instruct-abliterated ↗

Files by quantization

Auxiliary files 17 files 3.01 GB
model.safetensors 3.00 GB 1c09c672 download
tokenizer.json 10.9 MB 71816920 download
vocab.json 2.65 MB 4783fe10 download
merges.txt 1.59 MB 31349551 download
model.safetensors.index.json 87.4 KB 882593a9 download
config.json 1.93 KB aa5ecbac download
.gitattributes 1.53 KB 52373fe2 download
processor_config.json 1.05 KB 0faa2b12 download
chat_template.json 1.03 KB 732bd68b download
chat_template.jinja 1017 B 6c226632 download
README.md 910 B 423a1658 download
video_preprocessor_config.json 910 B ef8f979d download
tokenizer_config.json 834 B 65c33445 download
special_tokens_map.json 496 B aa59b333 download
added_tokens.json 392 B caa81304 download
preprocessor_config.json 347 B c8bf52bd download
generation_config.json 272 B 896384ee download

README current version from Hugging Face

library_name: mlx
license: apache-2.0
license_link: https://huggingface.co/huihui-ai/Qwen2-VL-2B-Instruct-abliterated/blob/main/LICENSE
language:

  • en
    pipeline_tag: image-text-to-text
    base_model: huihui-ai/Qwen2-VL-2B-Instruct-abliterated
    tags:
  • chat
  • abliterated
  • uncensored
  • mlx

EZCon/Qwen2-VL-2B-Instruct-abliterated-8bit-mlx

This model was converted to MLX format from huihui-ai/Qwen2-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/Qwen2-VL-2B-Instruct-abliterated-8bit-mlx --max-tokens 100 --temperature 0.0 --prompt "Describe this image." --image <path_to_image>

README history 17 versions

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

  1. 2026-08-12Upload folder using huggingface_hub1c0d5b9910 B
    Loading...
  2. 2026-07-15Upload folder using huggingface_hubf4437a5909 B
    Loading...
  3. 2026-07-08Upload folder using huggingface_hubc114809909 B
    Loading...
  4. 2026-05-19Upload folder using huggingface_hub5e10522909 B
    Loading...
  5. 2026-04-04Upload folder using huggingface_hub755604e909 B
    Loading...
  6. 2026-04-03Upload folder using huggingface_hub06e658c909 B
    Loading...
  7. 2026-03-29Upload folder using huggingface_hub298001c909 B
    Loading...
  8. 2026-03-24Upload folder using huggingface_hubd6ec965834 B
    Loading...
  9. 2026-03-12Upload folder using huggingface_hubd3a203d834 B
    Loading...
  10. 2026-02-23Upload folder using huggingface_hub1537a99835 B
    Loading...
  11. 2026-02-05Upload folder using huggingface_hubd11a566835 B
    Loading...
  12. 2026-01-23Upload folder using huggingface_hub72cc0d8835 B
    Loading...
  13. 2025-12-12Upload folder using huggingface_hub5299f0b834 B
    Loading...
  14. 2025-11-21Upload folder using huggingface_hub3f7d246834 B
    Loading...
  15. 2025-10-16Upload folder using huggingface_hubd75f25e834 B
    Loading...
  16. 2025-09-27Upload folder using huggingface_hube7f81d8834 B
    Loading...
  17. 2025-08-06Upload folder using huggingface_hubacc990b834 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