Adaptive Targeted Dynamic Chunking for Tokenization-Free Hierarchical Model

Thang Dang, Akira Nakagawa, Kenichi Kobayashi +1

Tokenization-free hierarchical models are emerging as a promising alternative to traditional Large Language Models (LLMs), addressing inherent preprocessing issues such as vocabula…