Different standards for tokenization

Inference Process with a Fine-Tuned Model

Example of Tokenization into Words and Punctuation

Example of Word and Punctuation Tokenization

Methods of Tokenization

A language model is given the sentence: 'The researcher is studying neuroplasticity.' It processes the sentence using two different methods, resulting in two different sequences of tokens.

Method A: ['The', 'researcher', 'is', 'studying', 'neuroplasticity', '.'] Method B: ['The', 'researcher', 'is', 'study', 'ing', 'neuro', 'plasticity', '.']

Assuming the model has never encountered the word 'neuroplasticity' during its training but has seen words like 'neuroscience' and 'plasticity' separ

Tokenization Strategies

Evaluating Tokenization for a Specialized Chatbot