I'm curious about the generation process of GPT. Specifically, I want to know if it produces output by generating one token at a time, or if it uses a different approach.
6 answers
Valentino
Sat Nov 16 2024
A GPT model functions by utilizing a "context passage" as its input.
isabella_bailey_economist
Sat Nov 16 2024
Following this process, the model outputs a single token or, more accurately, an array.
BlockchainMastermind
Sat Nov 16 2024
The size of this array corresponds to the vocabulary used by the model.
InfinityVoyager
Sat Nov 16 2024
This input is then processed by converting the words into a sequence of numerical tokens.
Martino
Sat Nov 16 2024
These tokens are fed into the model, which contains multiple layers of transformers.