Wingless_Imp_8B_Abliterated
is an abliterated variant of SicariusSicariiStuff/Wingless_Imp_8B with surgical removal of refusal mechanisms. This model maintains the full capabilities of the original, while eliminating safety guardrails through orthogonalization techniques.
KL divergence
<0.05
Refusals
~9%
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:
Wingless_Imp_8B
Parameters:
8B
Context Length:
128K tokens
Architecture:
Llama (decoder-only transformer)
Precision:
fp16
Method:
Orthogonalization-based abliteration
License:
Llama 3.1 Community License
Methodology
Identifies refusal direction vectors in activation space
Orthogonalizes weights to inhibit activation along these directions
Preserves (mostly) all other model behaviors and knowledge
Model Details
Intended use:
General Tasks
, Roleplay.
Censorship level:
Very Low
X / 10
(10 completely uncensored)
UGI score:
pending evals
Citation Information
@llm{Wingless_Imp_8B_Abliterated,
author = {SicariusSicariiStuff},
title = {Wingless_Imp_8B_Abliterated},
year = {2026},
publisher = {Hugging Face},
url = {https://huggingface.co/SicariusSicariiStuff/Wingless_Imp_8B_Abliterated}
}
Other stuff
Impish_LLAMA_4B
the
“Impish experience”
, now runnable on spinning rust & toasters.
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SicariusSicariiStuff Wingless_Imp_8B_Abliterated online free url in huggingface.co:
Wingless_Imp_8B_Abliterated is an open source model from GitHub that offers a free installation service, and any user can find Wingless_Imp_8B_Abliterated on GitHub to install. At the same time, huggingface.co provides the effect of Wingless_Imp_8B_Abliterated install, users can directly use Wingless_Imp_8B_Abliterated installed effect in huggingface.co for debugging and trial. It also supports api for free installation.
Wingless_Imp_8B_Abliterated install url in huggingface.co: