GPT Functions
Once the GPT has been trained, generating a text response to a prompt involves the following steps:
The prompt is broken down into smaller units (called tokens) that are inputted into the GPT.
tokens
The GPT uses statistical patterns to predict likely words or phrases that might form a response to the prompt
Patterns
The predicted words or phrases are converted into readable text.
Converted
The readable text is filtered through what are known as ‘guardrails’ to remove any offensive content
Guardrails
Steps 2 - 4 are repeated until a response is finished. The response is considered finished when it reaches a maximum token limit or meets predefined stopping criteria.
Repeat
The response is post-processed to improve readability by applying formatting, punctuation and enhancements
post processed
AI Process
Jennifer Peters
Created on February 27, 2024
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Transcript
GPT Functions
Once the GPT has been trained, generating a text response to a prompt involves the following steps:
The prompt is broken down into smaller units (called tokens) that are inputted into the GPT.
tokens
The GPT uses statistical patterns to predict likely words or phrases that might form a response to the prompt
Patterns
The predicted words or phrases are converted into readable text.
Converted
The readable text is filtered through what are known as ‘guardrails’ to remove any offensive content
Guardrails
Steps 2 - 4 are repeated until a response is finished. The response is considered finished when it reaches a maximum token limit or meets predefined stopping criteria.
Repeat
The response is post-processed to improve readability by applying formatting, punctuation and enhancements
post processed