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As models get better at following instructions, techniques like finetuning and constrained sampling for structured outputs will become less necessary
Drawn from what Chip Huyen said
What Chip Huyen actually said
Word for word, with the source under each one. They did not write this page.
Engineer and writer on machine-learning systems
I suspect that in the future, it'll be easier to get models to output exactly what we need with minimal prompting, and these techniques will become less important.
Where this was said
↗Generation configurations: temperature, top-k, top-p, and test time computehuyenchip.com
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