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huihui-ai/Huihui-gemma-4-12B-agentic-fable5-abliterated-GGUF

huihui-ai Gemma 12B GGUF 262K ctx
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Response includes
  • classification m8
  • files 4
  • hub_downloads_all_time 33,085
  • author_summary 185 models
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Abliteration classifier · v1.0.0
M8
Primary method

Repackaging (quantization)

Applied on top of layer-wise ablation inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 2 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • author=huihui-ai + is_gguf=1
  • M3 (huihui abliteration) wrapped in M8 (GGUF quantization)
Refusal direction extracted via
Extraction technique

huihui-ai layer-band extraction

Confidence
HIGH
Why we say so
producer=huihui-ai (documented layer-band methodology in model cards)
Downloads · lifetime
33K
4K last 30d - stable
Likes
45
Model age
3mo ago
created 2026-06-22
Downloads over time
Now35.3K→from753↑4,592%
012.9K25.9K38.8K753 on Jun 2335.3K on Oct 11JunJulAugSepOct
Jun 23 → Oct 11 · 57 snapshots · spans 110 days

Genealogy 0 direct forks

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Variants by this author 2 formats · 5K downloads combined

The same weights this author released in different packaging. Pick the format that matches your runtime.

Metadata

License
apache-2.0
Quantizations
F16 Q8_0
Tags
gguf gemma4 coding agentic terminal tool-use reasoning thinking llama.cpp local-llm abliterated uncensored

Related

Total size
13.0 GB
Files
4
Quantizations
3
Registered
2026-08-22 13:56
Last updated on HF
2026-06-22 09:51

Files by quantization

Q8_0 1 file 12.2 GB
Huihui-gemma4-v2-abliterated-Q8_0.gguf 12.2 GB 31472fde download
F16 1 file 822 MB
gemma-4-12B-it-MTP-F16.gguf 822 MB ee0987dd download
Auxiliary files 2 files 5.95 KB
README.md 4.33 KB ae46f9a8 download
.gitattributes 1.62 KB b6ac9fe8 download

README current version from Hugging Face


license: apache-2.0
library_name: gguf
pipeline_tag: text-generation
base_model:

  • yuxinlu1/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-GGUF
    tags:
  • gemma4
  • coding
  • agentic
  • terminal
  • tool-use
  • reasoning
  • thinking
  • gguf
  • llama.cpp
  • local-llm
  • abliterated
  • uncensored
  • GGUF

extra_gated_prompt: >-
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.

huihui-ai/Huihui-gemma-4-12B-agentic-fable5-abliterated-GGUF

This is an uncensored version of yuxinlu1/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-GGUF created with abliteration.

This ablation was performed entirely using llama.cpp's GGUF model, without relying on Transformers,

For the specific ablation method, please refer to cvector-generator.

GGUF

Use the llama.cpp split program to merge model (llama-gguf-split needs to be compiled.),

huggingface-cli download huihui-ai/Huihui-gemma-4-12B-agentic-fable5-abliterated-GGUF --local-dir ./huihui-ai/Huihui-gemma-4-12B-agentic-fable5-abliterated-GGUF --token xxx


llama-cli -m huihui-ai/Huihui-gemma-4-12B-agentic-fable5-abliterated-GGUF/Huihui-gemma4-v2-abliterated-Q8_0.gguf -c 8192

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.

Donation

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README history 1 version

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

  1. 2026-06-22Create README.md6a58d164.3 KB
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Discussions 1 thread

  1. 2026-06-30Not uncensoredopen1 💬#1
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