Ivan Belinsky

Emergent Architectural Dynamics of Neural Token Compression in Large Language Models

2024

Neural Token Compression (NTC) introduces a dynamic tokenization strategy that adjusts token representations based on semantic and structural dependencies, aiming to enhance the efficiency and scalability of Large Language Models (LLMs). Traditional tokenization methods often …