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vpakarinen/qwen3-4b-lora-uncensored-thinking

vpakarinen Qwen 4B
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Response includes
  • classification m-uncensored
  • files 12
  • benchmarks 11 entries
  • hub_downloads_all_time 328
  • author_summary 12 models
  • readme_text full
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Abliteration classifier · v1.0.0
M-U
Primary method

Uncensored (method unknown)

No other method signals detected in this model.
Confidence
LOW
Why this label 3 signals
Weak or ambiguous signals. Best guess based on catalog patterns; treat as tentative and check the evidence below.
  • 'uncensored' in name/tags but no 'abliterated' marker
  • method not identifiable from author declaration alone
  • may be DPO fine-tune, prompt engineering, or unknown technique
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
328
21 last 30d - cooling
Likes
1
Model age
13mo ago
created 2025-08-30

Training datasets

1 of 1 in /datasets

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Downloads over time
Now333→from14↑2,279%
012224336514 on Sep 24, 2025333 on Oct 11Sep '25Nov '25JanMarMayJulSep
Sep 24, 2025 → Oct 11 · 94 snapshots · spans 382 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 3.5 UGI
Natural Intelligence 16.16 UGI
Political lean -26.1% UGI
Sensitive-Info 18.68 UGI
SocPol 1.1 UGI
UGI 21.62 UGI
Willingness (10) 2.8 UGI
W10-Adherence 1.5 UGI
W10-Direct 4 UGI
Writing 10.87 UGI

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Tags
peft safetensors qwen3 generated_from_trainer text-generation conversational dataset:ICEPVP8977/Uncensored_Small_Reasoning base_model:Qwen/Qwen3-4B-Thinking-2507 base_model:adapter:Qwen/Qwen3-4B-Thinking-2507 license:apache-2.0 4-bit bitsandbytes

Related

Total size
63.1 MB
Files
12
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-09-20 08:08

Files by quantization

Auxiliary files 12 files 78.2 MB
adapter_model.safetensors 63.1 MB 777552ed download
tokenizer.json 10.9 MB aeb13307 download
vocab.json 2.65 MB 4783fe10 download
merges.txt 1.59 MB 31349551 download
tokenizer_config.json 5.28 KB 1d4fba2d download
chat_template.jinja 3.95 KB 2e2f69c3 download
config.json 1.95 KB a8c080d9 download
.gitattributes 1.53 KB 52373fe2 download
adapter_config.json 935 B dbb5bbcb download
added_tokens.json 707 B b54f9135 download
special_tokens_map.json 613 B ac23c0aa download
README.md 505 B 129363c1 download

README current version from Hugging Face


library_name: peft
license: apache-2.0
base_model: Qwen/Qwen3-4B-Thinking-2507
tags:

  • axolotl
  • base_model:adapter:Qwen/Qwen3-4B-Thinking-2507
  • lora
  • transformers
    datasets:
  • ICEPVP8977/Uncensored_Small_Reasoning
    pipeline_tag: text-generation

Fine-tuned version of Qwen/Qwen3-4B-Thinking-2507 on the ICEPVP8977/Uncensored_Small_Reasoning dataset.

This LoRA will fully uncensor the Qwen3-4B-Thinking model, use alpaca instruction template.

README history 7 versions

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

  1. 2026-08-22Update README.mda3b1200505 B
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  2. 2026-07-20Update README.mdd9fc717581 B
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  3. 2026-07-20Update README.md8f2f08f587 B
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  4. 2025-08-30Update README.md00ca3061.6 KB
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  5. 2025-08-30Update README.md602254c1.6 KB
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  6. 2025-08-30Upload 11 filescb399882.2 KB
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  7. 2025-08-30initial commit457af4f21 B
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