license, base_model, pipeline_tag, tags

license	base_model	pipeline_tag	tags
llama3.3	shb777/Llama-3.3-8B-Instruct-128K	text-generation	heretic uncensored decensored abliterated

This is a Llama-3.3-8B-Instruct-128K fine-tune, produced through P-E-W's Heretic (v1.1.0) abliteration engine merged with the Magnitude-Preserving Orthogonal Ablation PR.

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Heretication Results

Score Metric	Value	Parameter	Value
Refusals	9/100	direction_index	15.60
KL Divergence	0.0413	attn.o_proj.max_weight	1.64
Initial Refusals	96/100	attn.o_proj.max_weight_position	27.79
		attn.o_proj.min_weight	1.54
		attn.o_proj.min_weight_distance	18.14
		mlp.down_proj.max_weight	1.29
		mlp.down_proj.max_weight_position	23.54
		mlp.down_proj.min_weight	1.12
		mlp.down_proj.min_weight_distance	11.43

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Degree of Heretication

The Heresy Index weighs the resulting model's corruption by the process (KL Divergence) and its abolition of doctrine (Refusals) for a final verdict in classification.

Index Entry	Classification	Analysis
	Absolute Heresy	Less than 10/100 Refusals and 0.10 KL Divergence
	Tainted Heresy	Around 25-11/100 Refusals and/or -0.20-0.11 KL Divergence
	Impotent Heresy	Anything above 25/100 Refusals and 0.21 KL Divergence

Note: This is an arbitrary classification inspired by Warhammer 40K, having no tangible indication towards the model's performance.

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Llama 3.3 8B 128K Instruct (Fixed)

Important

Original allura-forge/Llama-3.3-8B-Instruct, Thanks!

Tip

imatrix GGUF's by mradermacher (Recommended)

static GGUF's

Evals

Additional Fixes:

• Added rope_scaling
• Added chat template (Unsloth) in tokenizer config
• Updated generation config
• Enabled full context length