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SicariusSicariiStuff/Fiendish_LLAMA_3B_Abliterated

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Response includes
  • classification m1
  • files 11
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  • author_summary 75 models
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Abliteration classifier · v1.0.0
M1
Primary method

Direct removal

No other method signals detected in this model.
Confidence
MEDIUM
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=0 (base model)
  • no specific method indicators - defaulting to M1 (most common)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
Downloads · lifetime
63
20 last 30d - stable
Likes
0
Descendants
2
in 2 direct forks
Model age
8mo ago
created 2026-01-26
Downloads over time
Now66→from8↑725%
52750728 on Jan 2866 on Oct 1166 on Oct 9JanMarMayJulSep
Jan 28 → Oct 11 · 76 snapshots · spans 256 days

Genealogy 2 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
llama3.1
Languages
en
Tags
safetensors llama en base_model:SicariusSicariiStuff/Fiendish_LLAMA_3B base_model:finetune:SicariusSicariiStuff/Fiendish_LLAMA_3B license:llama3.1 region:us

Related

Total size
5.98 GB
Files
11
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-01-26 18:14

Files by quantization

Auxiliary files 11 files 6.00 GB
model-00001-of-00002.safetensors 4.62 GB c47b6bc0 download
model-00002-of-00002.safetensors 1.36 GB 18a85d35 download
tokenizer.json 16.4 MB 849c7a8f download
tokenizer_config.json 49.4 KB 578ad568 download
model.safetensors.index.json 20.5 KB f84d97fd download
README.md 2.76 KB b8e5c989 download
.gitattributes 1.59 KB 59057e29 download
config.json 895 B 4838865d download
chat_template.jinja 484 B 386cbb0e download
special_tokens_map.json 444 B 278b7f0f download
generation_config.json 143 B 3f0dd90e download

README current version from Hugging Face


license: llama3.1
language:

base_model:

  • SicariusSicariiStuff/Fiendish_LLAMA_3B

Fiendish_LLAMA_3B
Abliterated

Developed by: SicariusSicariiStuff

Fiendish_LLAMA_3B_Abliterated is an abliterated variant of SicariusSicariiStuff/Fiendish_LLAMA_3B with surgical removal of refusal mechanisms. This model maintains the full capabilities of the original, while eliminating safety guardrails through orthogonalization techniques.

KL divergence

<0.04

Refusals

~12%

What is KL divergence?

Think about it as a way to measure the variance between the original model "World Model," vs the abliterated one; the lower the KL divergence, the closer the "World Model" of the two models to each other.

If the original model thinks making pineapple pizza is a crime against humanity (it is), then the abliterated model will still hold to this belief, but if asked how to make one (probably after giving you a disclaimer about what an abomination that is), it would still tell you how. In other words, most of the knowledge, quirks, and capabilities are preserved.


Technical Specs

  • Base Model: Fiendish_LLAMA_3B
  • Parameters: 3B
  • Context Length: 128K tokens
  • Architecture: Llama (decoder-only transformer)
  • Precision: bf16
  • Method: Orthogonalization-based abliteration
  • License: Llama 3.1 Community License

Methodology

  1. Identifies refusal direction vectors in activation space
  2. Orthogonalizes weights to inhibit activation along these directions
  3. Preserves (mostly) all other model behaviors and knowledge

Model Details

  • Intended use: General Tasks, Roleplay.

  • Censorship level: Low - Very Low

  • X / 10 (10 completely uncensored)

UGI score:

pending evals


Citation Information

@llm{Fiendish_LLAMA_3B_Abliterated,
  author = {SicariusSicariiStuff},
  title = {Fiendish_LLAMA_3B_Abliterated},
  year = {2026},
  publisher = {Hugging Face},
  url = {https://huggingface.co/SicariusSicariiStuff/Fiendish_LLAMA_3B_Abliterated}
}

Other stuff

README history 1 version

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

  1. 2026-01-26Create README.mde3fa6c22.8 KB
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