Cryptocurrency Q&A Does GPT generate one token at a time?

Does GPT generate one token at a time?

EthereumEmpire EthereumEmpire Fri Nov 15 2024 | 6 answers 1038
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. Does GPT generate one token at a time?

6 answers

Valentino Valentino Sat Nov 16 2024
A GPT model functions by utilizing a "context passage" as its input.

Was this helpful?

154
29
isabella_bailey_economist isabella_bailey_economist Sat Nov 16 2024
Following this process, the model outputs a single token or, more accurately, an array.

Was this helpful?

82
91
BlockchainMastermind BlockchainMastermind Sat Nov 16 2024
The size of this array corresponds to the vocabulary used by the model.

Was this helpful?

270
63
InfinityVoyager InfinityVoyager Sat Nov 16 2024
This input is then processed by converting the words into a sequence of numerical tokens.

Was this helpful?

114
99
Martino Martino Sat Nov 16 2024
These tokens are fed into the model, which contains multiple layers of transformers.

Was this helpful?

354
88
Load 5 more related questions

|Topics at Cryptocurrency Q&A

Get the BTCC app to start your crypto journey

Get started today Scan to join our 100M+ users

The World's Leading Crypto Trading Platform

Get my welcome gifts