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filvyb/Huihui-Step3-VL-10B-abliterated-GGUF

filvyb 10B multimodal second-order 66K ctx
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  • author_summary 3 models
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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
2K
356 last 30d - stable
Likes
0
Model age
6w ago
created 2026-09-15
Downloads over time
Now2.3K→from0↑0%
08461.7K2.5K0 on Sep 152.3K on Oct 312.3K on Oct 30SepOct
Sep 15 → Oct 31 · 47 snapshots · spans 46 days

Genealogy 0 direct forks

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This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

Metadata

License
apache-2.0
Tags
transformers gguf abliterated uncensored image-text-to-text base_model:huihui-ai/Huihui-Step3-VL-10B-abliterated base_model:quantized:huihui-ai/Huihui-Step3-VL-10B-abliterated license:apache-2.0 endpoints_compatible region:us conversational

Related

Total size
0 B
Files
2
Quantizations
1
Registered
2026-09-15 17:56
Last updated on HF
2026-09-21 15:12

Files by quantization

Auxiliary files 2 files 3.22 KB
README.md 1.74 KB 60dfc720 download
.gitattributes 1.48 KB a6344aac download

README current version from Hugging Face


license: apache-2.0
base_model:

  • huihui-ai/Huihui-Step3-VL-10B-abliterated
    pipeline_tag: image-text-to-text
    tags:
  • abliterated
  • uncensored
    library_name: transformers

This is a GGUF of huihui-ai/Huihui-Step3-VL-10B-abliterated.

It was only the text part that was processed, not the image part.

The abliterated model will no longer say "I can’t describe or analyze this image."

Usage Warnings

  • Risk of Sensitive or Controversial Outputs: This model’s safety filtering has been significantly reduced, potentially generating sensitive, controversial, or inappropriate content. Users should exercise caution and rigorously review generated outputs.

  • Not Suitable for All Audiences: Due to limited content filtering, the model’s outputs may be inappropriate for public settings, underage users, or applications requiring high security.

  • Legal and Ethical Responsibilities: Users must ensure their usage complies with local laws and ethical standards. Generated content may carry legal or ethical risks, and users are solely responsible for any consequences.

  • Research and Experimental Use: It is recommended to use this model for research, testing, or controlled environments, avoiding direct use in production or public-facing commercial applications.

  • Monitoring and Review Recommendations: Users are strongly advised to monitor model outputs in real-time and conduct manual reviews when necessary to prevent the dissemination of inappropriate content.

  • No Default Safety Guarantees: Unlike standard models, this model has not undergone rigorous safety optimization. huihui.ai bears no responsibility for any consequences arising from its use.

README history 2 versions

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

  1. 2026-09-15Update README.md29e76901.7 KB
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  2. 2026-09-15initial commitc3f3d6128 B
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