Author: FLOCKAH
Your Own AI
Introduction
1. How AI Generates Text from Text
AI models generate text by predicting the probability of a sequence of words based on a given input. It utilizes statistical methods, learning from vast datasets to produce coherent and contextually relevant text.
2. Tokens and Tokenization
Tokens are the building blocks of text in NLP. Tokenization is the process of converting text into tokens, which helps in understanding the context or meaning of the text. ModelTokenizer tokenizes text based on the model's training, while dataset tokenization structures the data for training purposes.
3. Choosing a Model