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PACF: Pattern-Aware Complexity Framework for Efficient Large Language Model Generation

Published • Mar 13, 2026
Authors:
Olivier Saidi

Abstract

This paper presents the Pattern-Aware Complexity Framework (PACF), a novel approach that dynamically detects and leverages patterns during Large Language Model (LLM) generation to reduce computational complexity while maintaining output quality. Key contributions: - Achieves 93.8% average Pattern Ut...

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