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prawinin/Llama-3.2-3B-Uncensored-Q8_0-GGUF

prawinin Llama 3B GGUF 131K ctx
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Response includes
  • classification m-uncensored
  • files 3
  • benchmarks 5 entries
  • hub_downloads_all_time 354
  • author_summary 4 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
354
33 last 30d - cooling
Likes
0
Model age
5mo ago
created 2026-04-16
Downloads over time
Now362→from41↑783%
2514827139441 on Apr 15362 on Oct 11362 on Oct 7AprMayJunJulAugSepOct
Apr 15 → Oct 11 · 65 snapshots · spans 179 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
BBH average 0.3673628226747957 OpenLLM-v2
IFEval instruct 0.1750599520383693 OpenLLM-v2
IFEval-Prompt 0.09242144177449169 OpenLLM-v2
MATH lvl 5 0.012084592145015106 OpenLLM-v2
MMLU-Pro 0.2487533244680851 OpenLLM-v2

Genealogy 0 direct forks

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Metadata

License
llama3.2
Languages
en
Tags
gguf uncensored llama-cpp sft text-generation en base_model:meta-llama/Llama-3.2-3B base_model:quantized:meta-llama/Llama-3.2-3B license:llama3.2 endpoints_compatible region:us

Related

Total size
3.19 GB
Files
3
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-04-25 07:52

Files by quantization

Auxiliary files 3 files 3.19 GB
llama-3.2-3b-uncensored-q8_0.gguf 3.19 GB 5ced0dbf download
.gitattributes 1.55 KB 4dc6724f download
README.md 1.41 KB 4ad53b21 download

README current version from Hugging Face


base_model: meta-llama/Llama-3.2-3B
language:

  • en
    license: llama3.2
    tags:
  • uncensored
  • gguf
  • llama-cpp
  • sft
    pipeline_tag: text-generation

Llama-3.2-3B-Uncensored (GGUF)

This repository contains high-quality GGUF quantizations of Llama-3.2-3B that have undergone Abliteration. It is optimized for local inference via Ollama, LM Studio, or llama.cpp.

What is an Uncensored Model?

Standard Llama-3.2 models are trained with safety alignments that often lead to "refusals"—instances where the model declines to answer complex, sensitive, or technically challenging queries. This version has had those internal refusal mechanisms neutralized to ensure a sovereign, unrestricted reasoning engine.

Use Cases

  • Cybersecurity Research: Analyzing exploit mechanics and vulnerabilities without being blocked.
  • Complex Creative Writing: Handling dark or controversial themes without moralizing feedback.
  • Unrestricted Academic Research: Accessing raw information without modern socio-political filtering.

Installation and Usage (Ollama)

You can run this model directly using Ollama. Because it is a GGUF file, it is ready for immediate local deployment.

ollama run hf.co/prawinin/Llama-3.2-3B-Uncensored-Q8_0-GGUF


Warning: This model is strictly uncensored. It will follow instructions without hesitation or guardrails. Use responsibly in accordance with local laws and ethical standards.

README history 2 versions

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

  1. 2026-04-25Update README.mddcb45c81.4 KB
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  2. 2026-04-16Upload README.md with huggingface_hub435c0931.8 KB
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