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bullerwins/Huihui-gemma-4-26B-A4B-it-abliterated-GGUF

bullerwins Gemma 26B GGUF MoE 262K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
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Response includes
  • classification m8
  • files 24
  • hub_downloads_all_time 23,210
  • author_summary 2 models
  • readme_text full
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Abliteration classifier · v1.0.0
M8
Primary method

Repackaging (quantization)

Applied on top of direct removal inherited from the base model.
Confidence
MEDIUM
Inherited from base model
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=1
  • assume M1 (base ablation) + M8 (GGUF quant) - default when producer unknown
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

What is a refusal direction? →
Downloads · lifetime
23K
2K last 30d - stable
Likes
7
Model age
6mo ago
created 2026-04-11
Downloads over time
Now23.6K→from5.9K↑300%
5K11.8K18.6K25.4K5.9K on Apr 1523.6K on Oct 11AprMayJunJulAugSepOct
Apr 15 → Oct 11 · 65 snapshots · spans 179 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.

Metadata

License
apache-2.0
Quantizations
BF16 IQ3 IQ4 Q2_K Q3_K Q4 Q4_K Q5 Q5_K Q6_K Q8_0
Tags
transformers gguf abliterated uncensored any-to-any base_model:google/gemma-4-26B-A4B base_model:quantized:google/gemma-4-26B-A4B license:apache-2.0 endpoints_compatible region:us conversational

Related

Total size
347 GB
Files
24
Quantizations
12
Registered
2026-08-22 13:56
Last updated on HF
2026-04-11 11:08

Files by quantization

BF16 1 file 47.0 GB
Huihui-gemma-4-26B-A4B-it-abliterated-bf16.gguf 47.0 GB f94b3dcf download
Q8_0 1 file 25.0 GB
Huihui-gemma-4-26B-A4B-it-abliterated-Q8_0.gguf 25.0 GB e608f04a download
Q6_K 1 file 21.1 GB
Huihui-gemma-4-26B-A4B-it-abliterated-Q6_K.gguf 21.1 GB c7e21130 download
Q5_K 2 files 34.6 GB
Huihui-gemma-4-26B-A4B-it-abliterated-Q5_K_M.gguf 17.8 GB e54c25db download
Huihui-gemma-4-26B-A4B-it-abliterated-Q5_K_S.gguf 16.8 GB 2c172da6 download
Q5 2 files 34.0 GB
Huihui-gemma-4-26B-A4B-it-abliterated-Q5_1.gguf 17.7 GB 111bbec3 download
Huihui-gemma-4-26B-A4B-it-abliterated-Q5_0.gguf 16.3 GB 5a939c3b download
Q4_K 2 files 30.0 GB
Huihui-gemma-4-26B-A4B-it-abliterated-Q4_K_M.gguf 15.6 GB 240b1703 download
Huihui-gemma-4-26B-A4B-it-abliterated-Q4_K_S.gguf 14.4 GB be677225 download
Q4 2 files 28.3 GB
Huihui-gemma-4-26B-A4B-it-abliterated-Q4_1.gguf 14.9 GB 8cf5e67c download
Huihui-gemma-4-26B-A4B-it-abliterated-Q4_0.gguf 13.4 GB c916fc61 download
IQ4 2 files 26.7 GB
Huihui-gemma-4-26B-A4B-it-abliterated-IQ4_NL.gguf 13.6 GB e05e88f7 download
Huihui-gemma-4-26B-A4B-it-abliterated-IQ4_XS.gguf 13.1 GB d444e803 download
Q3_K 3 files 36.6 GB
Huihui-gemma-4-26B-A4B-it-abliterated-Q3_K_L.gguf 12.9 GB adb7a4b0 download
Huihui-gemma-4-26B-A4B-it-abliterated-Q3_K_M.gguf 12.4 GB b34c293a download
Huihui-gemma-4-26B-A4B-it-abliterated-Q3_K_S.gguf 11.4 GB 35134681 download
IQ3 2 files 22.9 GB
Huihui-gemma-4-26B-A4B-it-abliterated-IQ3_M.gguf 11.5 GB 24acf8ee download
Huihui-gemma-4-26B-A4B-it-abliterated-IQ3_S.gguf 11.4 GB 9446b3b5 download
Q2_K 1 file 9.86 GB
Huihui-gemma-4-26B-A4B-it-abliterated-Q2_K.gguf 9.86 GB 25bde2b1 download
Auxiliary files 5 files 30.4 GB
Huihui-gemma-4-26B-A4B-it-abliterated-MXFP4_MOE.gguf 13.7 GB f4de5717 download
Huihui-gemma-4-26B-A4B-it-abliterated-TQ2_0.gguf 8.71 GB af9336b7 download
Huihui-gemma-4-26B-A4B-it-abliterated-TQ1_0.gguf 7.98 GB 1b749e53 download
.gitattributes 3.31 KB ebbc52f0 download
README.md 2.42 KB 92bd7d54 download

README current version from Hugging Face


library_name: transformers
license: apache-2.0
license_link: https://ai.google.dev/gemma/docs/gemma_4_license
pipeline_tag: any-to-any
base_model:

  • google/gemma-4-26B-A4B
    tags:
  • abliterated
  • uncensored

huihui-ai/Huihui-gemma-4-26B-A4B-abliterated

This is an uncensored version of google/gemma-4-26B-A4B created with abliteration (see remove-refusals-with-transformers to know more about it).
This is a crude, proof-of-concept implementation to remove refusals from an LLM model without using TransformerLens.

Note For this model, both the thinking mode and the non-thinking mode have been completely abliterated. the first 5 layers have not been abliterated, may contain warning information, but no refusal will be made..

No ablation was performed on the 256 experts per layer.

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

Your donation helps us continue our further development and improvement, a cup of coffee can do it.
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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. 2026-04-11Upload folder using huggingface_hub60f5df72.4 KB
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