This model underwent a three-round iterative ablation process using Orthogonalization via Null-Space SVD. Unlike standard uncensored models, this version uses an aggressive configuration to target "Soft Refusals."
Configuration Profile:
Parameter
Value
Description
Direction Multiplier
1.25
Increased force to bypass "helpful assistant" pivots.
Null-Space Rank Ratio
0.70
Tightened shield to protect only core reasoning logic.
Intervention Range
(0.0, 1.0)
Full coverage from Layer 0 to 48.
Filter by Refusal
Enabled
Specifically targets the brain activity associated with lectures.
Skip State Proj
No
Ensures the Attention heads cannot "detect and pivot" to safety.
🧠 Reasoning Capabilities
Despite the aggressive ablation, the model's intelligence remains grounded. It maintains the ability to:
Perform complex mathematical and logical reasoning.
Execute multi-step coding tasks without "hallucinating" safety blocks.
Maintain a coherent internal monologue inside <think> tags.
⚠️ Usage & Disclaimer
This model is unbound. It has had its safety guardrails removed for research and creative purposes. It will follow instructions that the base model would otherwise refuse.
User Discretion is Advised: This model may generate content that is considered harmful, offensive, or controversial. The creator is not responsible for the outputs generated. Use it for research, roleplay, and complex reasoning only.
Available Quantizations
The following quantization methods are provided to balance VRAM usage and model performance:
Q3_K_M: Smallest size, noticeable loss of quality. Good for very low VRAM.
Q4_K_S: Slightly smaller than Q4_K_M, faster inference but lower quality.
Q4_K_M: Recommended baseline. Excellent balance of size, speed, and quality.
