How we cut the rate of GPT hallucinations from 20%+ to less than 2%
tl;dr: Instead of fine-tuning, we used a combination of prompt chaining and pre/post-processing to reduce the rate of hallucinations by an order of magnitude, however it did require 3–4x as many calls to OpenAI. There’s still a lot more room for improvement! One of the biggest challenges with using large…
How we cut the rate of GPT hallucinations from 20%+ to less than 2% tl;dr: Instead of fine-tuning, we used a combination of prompt chaining and pre/post-processing to reduce the rate of hallucinations by an order of magnitude, however it did require 3–4x as many calls to OpenAI. There’s still a lot more room for improvement! One of the biggest challenges with using large… ai
cut rate GPT hallucination 20 le 2 tldr Instead finetuning used combination prompt chaining prepostprocessing reduce rate hallucination order magnitude however require 3–4x many call OpenAI There’s still lot room improvement One biggest challenge using large… ai