Effective Context in Transformers: An Analysis of Fragmentation and Tokenization

Amirmehdi Jafari Fesharaki, Mohammadamin Rami, Aslan Tchamkerten

Transformers predict over a representation of a sequence. The same data can be written as bytes, characters, or subword tokens, and these representations may be lossless. Yet, unde…