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tachyphylaxis/Huihui-Qwen3-Coder-480B-A35B-Instruct-abliterated-GGUF

tachyphylaxis Qwen 480B GGUF 262K ctx
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curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/tachyphylaxis%2FHuihui-Qwen3-Coder-480B-A35B-Instruct-abliterated-GGUF"
Response includes
  • classification m8
  • files 2
  • benchmarks 5 entries
  • hub_downloads_all_time 1,257
  • author_summary 5 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
1K
138 last 30d - stable
Likes
2
Model age
14mo ago
created 2025-08-11
Downloads over time
Now1.3K→from219↑502%
1645851K1.4K219 on Aug 13, 20251.3K on Oct 11Aug '25Oct '25Dec '25FebAprJunAugOct
Aug 13, 2025 → Oct 11 · 100 snapshots · spans 424 days

Benchmarks

Portrait before abliteration
Benchmarks of the base model as it stood before the refusal-removal operation. Compare with the numbers above to see what the operation cost.
Benchmark Score Source
Arena-Battles 11811 LM-Arena
LM Arena Elo 1354.4257890589 LM-Arena
Arena-Elo-Lower 1348.5145725863058 LM-Arena
Arena-Elo-Upper 1360.3370055314938 LM-Arena
Arena-Rank 39 LM-Arena

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
Tags
transformers gguf chat abliterated uncensored GGUF text-generation base_model:Qwen/Qwen3-Coder-480B-A35B-Instruct base_model:quantized:Qwen/Qwen3-Coder-480B-A35B-Instruct license:apache-2.0 endpoints_compatible region:us

Related

Total size
0 B
Files
2
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2025-08-11 22:48

Files by quantization

Auxiliary files 2 files 10.8 KB
.gitattributes 5.86 KB 66106722 download
README.md 4.91 KB 3263c8ba download

README current version from Hugging Face


library_name: transformers
license: apache-2.0
license_link: https://huggingface.co/Qwen/Qwen3-Coder-480B-A35B-Instruct/blob/main/LICENSE
pipeline_tag: text-generation
base_model:

  • Qwen/Qwen3-Coder-480B-A35B-Instruct
    tags:
  • chat
  • 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-Qwen3-Coder-480B-A35B-Instruct-abliterated-GGUF

This is an uncensored version of Qwen/Qwen3-Coder-480B-A35B-Instruct 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.

ollama

You can use huihui_ai/qwen3-coder-abliterated:480b-a35b-instruct-q3_K_M directly,

ollama run huihui_ai/qwen3-coder-abliterated:480b-a35b-instruct-q3_K_M --verbose

huihui_ai/qwen3-coder-abliterated:480b-a35b-instruct-q4_K_M

ollama run huihui_ai/qwen3-coder-abliterated:480b-a35b-instruct-q4_K_M --verbose

Download and merge

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

huggingface-cli download huihui-ai/Huihui-Qwen3-Coder-480B-A35B-Instruct-abliterated-GGUF --local-dir ./huihui-ai/Huihui-Qwen3-Coder-480B-A35B-Instruct-abliterated-GGUF --token xxx

mkdir huihui-ai/Huihui-Qwen3-Coder-480B-A35B-Instruct-abliterated-GGUF/Q3_K_M-GGUF

llama-gguf-split --merge huihui-ai/Huihui-Qwen3-Coder-480B-A35B-Instruct-abliterated-GGUF/Q3_K_M-GGUF/Q3_K_M-GGUF-00001-of-00015.gguf huihui-ai/Huihui-Qwen3-Coder-480B-A35B-Instruct-abliterated-GGUF/Q3_K_M.gguf

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.

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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. 2025-08-11Duplicate from huihui-ai/Huihui-Qwen3-Coder-480B-A35B-Instruct-abliterated-GGUF55bed404.9 KB
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