The answer
The application can stream decoded output as tokens become available. Displayed chunks may combine several tokens or wait for complete characters before appearing.
How does an LLM generate a complete response one token at a time?
Why can I see an answer appearing gradually on screen?
More FAQs in How does an LLM generate a complete response one token at a time?
Many implementations cache intermediate attention data from earlier positions to reduce repeated work. The exact caching strategy depends on the model and inference system.
A generation limit or another stopping condition may be reached before the sentence is complete. Applications should detect truncation and handle it appropriately.
Still have questions?
Browse all our FAQs or reach out to our support team
Want to upskill yourself?
Your learning library
Small steps. Big possibilities.
Find your next course. Build something great.