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Devarui379/VersatiLlama-Llama-3.2-3B-Instruct-Abliterated-Imatrix-GGUF

Devarui379 Llama 3B GGUF 131K ctx
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Response includes
  • classification m8
  • files 5
  • benchmarks 21 entries
  • hub_downloads_all_time 3,888
  • author_summary 3 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.

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Downloads · lifetime
4K
91 last 30d - cooling
Likes
5
Model age
2.0y ago
created 2024-10-02
Downloads over time
Now3.9K→from277↑1,317%
01.4K2.9K4.3K277 on Oct 2, 20243.9K on Oct 11Oct '24Feb '25Jun '25Oct '25FebJunOct
Oct 2, 2024 → Oct 11 · 145 snapshots · spans 739 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 8390 LM-Arena
LM Arena Elo 1118.1163530112908 LM-Arena
Arena-Elo-Lower 1110.9097939581304 LM-Arena
Arena-Elo-Upper 1125.322912064451 LM-Arena
Arena-Rank 181 LM-Arena
BBH average 0.4202879750940459 OpenLLM-v2
IFEval instruct 0.7817745803357314 OpenLLM-v2
IFEval-Prompt 0.6968576709796673 OpenLLM-v2
MATH lvl 5 0.1555891238670695 OpenLLM-v2
MMLU-Pro 0.3194813829787234 OpenLLM-v2
Entertainment 0.5 UGI
Hazardous 0 UGI
Natural Intelligence 10.45 UGI
Political lean -1.2% UGI
Sensitive-Info 4.49 UGI
SocPol 0.7 UGI
UGI 7.16 UGI
Willingness (10) 1.2 UGI
W10-Adherence 0.5 UGI
W10-Direct 2 UGI
Writing 10.44 UGI

Genealogy 0 direct forks

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Variants by this author 2 formats · 202 downloads combined

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

Metadata

License
cc-by-4.0
Languages
en
Quantizations
BF16 F16
Tags
transformers gguf text-generation-inference quantized Imatrix Uncensored Abliterated Llama 3.2 GGUF text-generation en base_model:Devarui379/VersatiLlama-Llama-3.2-3B-Instruct-Abliterated

Related

Total size
12.0 GB
Files
5
Quantizations
3
Registered
2026-08-22 13:56
Last updated on HF
2024-10-02 17:28

Files by quantization

BF16 1 file 5.99 GB
VersatiLlama-Llama-3.2-Instruct1.0-Uncensored-GGUF_BF16.gguf 5.99 GB 905aec4c download
F16 1 file 5.99 GB
VersatiLlama-Llama-3.2-Instruct1.0-Uncensored-GGUF_F16.gguf 5.99 GB d46da79f download
Auxiliary files 3 files 3.81 KB
.gitattributes 2.01 KB 79d9698f download
README.md 1.77 KB a665b4df download
LICENSE.md 26.0 B 8f4438d2 download

README current version from Hugging Face


base_model:

  • meta-llama/Llama-3.2-3B-Instruct
  • Devarui379/VersatiLlama-Llama-3.2-3B-Instruct-Abliterated
    license: cc-by-4.0
    language:
  • en
    pipeline_tag: text-generation
    library_name: transformers
    tags:
  • text-generation-inference
  • quantized
  • Imatrix
  • Uncensored
  • Abliterated
  • Llama 3.2
  • GGUF

Model Card for Model ID

VersatiLlama-Llama-3.2-3B-Instruct-Abliterated-Imatrix-GGUF

image/webp

Model Description

Small but Capable

Fine-Tuned on Vast dataset of Conversations and Abliterated for freedom of use.

Able to Generate Human like text with high performance within its size.

It is very versatile when compared for it's size and Parameters and offers capability almost as good as Llama 3.1 8B Instruct

Feel free to Check it out!!

Check the safetensors version of the model here : Devarui379/VersatiLlama-Llama-3.2-3B-Instruct-Abliterated

[This model was trained for 5hrs on GPU T4 15gb vram]

  • Developed by: Meta AI
  • Fine-Tuned by: Devarui379
  • Model type: Transformers
  • Language(s) (NLP): English
  • License: cc-by-4.0

Model Sources [optional]

base model:meta-llama/Llama-3.2-3B-Instruct

Uses

Use desired System prompt when using in LM Studio
The optimal chat template seems to be Jinja but feel free to test it out as you want!

Technical Specifications

Model Architecture and Objective

Llama 3.2

Hardware

NVIDIA TESLA T4 GPU 15GB VRAM

README history 20 versions

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

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