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

gsting/Qwen3.5-122B-A10B-abliterated

gsting Qwen 125B GGUF MoE multimodal
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Response includes
  • classification m8
  • files 52
  • benchmarks 11 entries
  • hub_downloads_all_time 53
  • author_summary 15 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
53
21 last 30d - stable
Likes
0
Model age
3mo ago
created 2026-06-14
Downloads over time
Now64→from18↑256%
1633516918 on Jun 1764 on Oct 1164 on Oct 9JunJulAugSepOct
Jun 17 → Oct 11 · 56 snapshots · spans 116 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
Entertainment 1.4 UGI
Hazardous 1.8 UGI
Natural Intelligence 31.08 UGI
Political lean -21.9% UGI
Sensitive-Info 17.81 UGI
SocPol 2.3 UGI
UGI 17.71 UGI
Willingness (10) 1.8 UGI
W10-Adherence 1.5 UGI
W10-Direct 2 UGI
Writing 39.54 UGI

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.

Variants by this author 2 formats · 93 downloads combined

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

Metadata

License
apache-2.0
Tags
transformers safetensors qwen3_5_moe image-text-to-text abliterated uncensored GGUF conversational base_model:Qwen/Qwen3.5-122B-A10B base_model:finetune:Qwen/Qwen3.5-122B-A10B license:apache-2.0 endpoints_compatible

Related

Total size
233 GB
Files
52
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-06-14 01:55

Files by quantization

Auxiliary files 52 files 233 GB
model.safetensors-00025-of-00039.safetensors 6.00 GB aedb920c download
model.safetensors-00026-of-00039.safetensors 6.00 GB d2b521df download
model.safetensors-00027-of-00039.safetensors 6.00 GB ab056ea9 download
model.safetensors-00028-of-00039.safetensors 6.00 GB 6ea32a27 download
model.safetensors-00029-of-00039.safetensors 6.00 GB babbea06 download
model.safetensors-00030-of-00039.safetensors 6.00 GB 611cf03f download
model.safetensors-00031-of-00039.safetensors 6.00 GB 34e8735f download
model.safetensors-00032-of-00039.safetensors 6.00 GB 9a84c266 download
model.safetensors-00033-of-00039.safetensors 6.00 GB b5f289c7 download
model.safetensors-00034-of-00039.safetensors 6.00 GB da1c019c download
model.safetensors-00035-of-00039.safetensors 6.00 GB 0a424362 download
model.safetensors-00036-of-00039.safetensors 6.00 GB 0c9bbab5 download
model.safetensors-00001-of-00039.safetensors 6.00 GB 332c1e4b download
model.safetensors-00002-of-00039.safetensors 6.00 GB 1d6aeaa9 download
model.safetensors-00003-of-00039.safetensors 6.00 GB 1bd191f3 download
model.safetensors-00004-of-00039.safetensors 6.00 GB 9dce8e28 download
model.safetensors-00005-of-00039.safetensors 6.00 GB 6dc9a48b download
model.safetensors-00006-of-00039.safetensors 6.00 GB 8e8ec895 download
model.safetensors-00007-of-00039.safetensors 6.00 GB b5d776a9 download
model.safetensors-00008-of-00039.safetensors 6.00 GB d951d549 download
model.safetensors-00009-of-00039.safetensors 6.00 GB 6c79315a download
model.safetensors-00010-of-00039.safetensors 6.00 GB 531c0dd9 download
model.safetensors-00011-of-00039.safetensors 6.00 GB facd57a4 download
model.safetensors-00012-of-00039.safetensors 6.00 GB c0b23e1c download
model.safetensors-00013-of-00039.safetensors 6.00 GB 6a67ca54 download
model.safetensors-00014-of-00039.safetensors 6.00 GB c89d477a download
model.safetensors-00015-of-00039.safetensors 6.00 GB df62fe48 download
model.safetensors-00016-of-00039.safetensors 6.00 GB 1e1de325 download
model.safetensors-00017-of-00039.safetensors 6.00 GB b2c410f2 download
model.safetensors-00018-of-00039.safetensors 6.00 GB 0e5253bc download
model.safetensors-00019-of-00039.safetensors 6.00 GB 066cd77b download
model.safetensors-00020-of-00039.safetensors 6.00 GB 132011d4 download
model.safetensors-00021-of-00039.safetensors 6.00 GB cba977a5 download
model.safetensors-00022-of-00039.safetensors 6.00 GB fd5aa045 download
model.safetensors-00023-of-00039.safetensors 6.00 GB 8da9dbf4 download
model.safetensors-00024-of-00039.safetensors 6.00 GB 340ea981 download
model.safetensors-00038-of-00039.safetensors 6.00 GB cf0f6d3c download
model.safetensors-00037-of-00039.safetensors 5.96 GB 453b46b3 download
model.safetensors-00039-of-00039.safetensors 5.04 GB a7dd7887 download
tokenizer.json 12.2 MB 5f9e4d49 download
vocab.json 6.41 MB 0aa0ce06 download
merges.txt 3.20 MB a494e019 download
model.safetensors.index.json 198 KB 7de806ae download
tokenizer_config.json 16.3 KB eda48d3e download
LICENSE 11.3 KB f938136e download
chat_template.jinja 7.57 KB a585dec8 download
README.md 4.01 KB 25e006cc download
config.json 3.71 KB 25714ef7 download
.gitattributes 1.53 KB 52373fe2 download
preprocessor_config.json 390 B 2ea84a43 download
video_preprocessor_config.json 385 B 3ba673a5 download
generation_config.json 244 B 85b45ab4 download

README current version from Hugging Face


library_name: transformers
license: apache-2.0
license_link: https://huggingface.co/Qwen/Qwen3.5-122B-A10B/blob/main/LICENSE
pipeline_tag: image-text-to-text
base_model:

  • Qwen/Qwen3.5-122B-A10B
    tags:
  • 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-Qwen3.5-122B-A10B-abliterated

This is an uncensored version of Qwen/Qwen3.5-122B-A10B 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

Please use the latest version of ollama v0.17.7

You can use huihui_ai/qwen3.5-abliterated:122b directly,

ollama run huihui_ai/qwen3.5-abliterated:122b

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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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. 2026-06-14Duplicate from huihui-ai/Huihui-Qwen3.5-122B-A10B-abliterated2e2cf4b4 KB
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