4 ms·
On that note, I’ve found that just including in the prompt a request for GPT4 to consider its confidence level in an answer and inform me of that confidence lev
by mustacheemperor 3y ago
On that note, I’ve found that just including in the prompt a request for GPT4 to consider its confidence level in an answer and inform me of that confidence level, to reconsider its answer if its confidence is low, and that accuracy is critically important for the topic of the conversation, also can result in better steering it.
I mean, kind of works with humans too. In a high pressure work or school environment, people can confabulate the answers someone wants to hear to avoid discomfort “oh yes, we did the training exercise, the trucks and tanks are in great shape.” Sometimes people need to know they can admit they are wrong. I wonder if some aspect of current LLM tuning/training could be modified so LLMs are more “comfortable”, for lack of a non-anthropomorphized term coming to mind, with admitting they are unsure.
- ukuina 3y agoWhen I tried this, it made up random, non-repeatable confidence values that had little bearing to the veracity of its statements.
- sebzim4500 3y agoIf you read the GPT-4 paper, they claim that the base model was well calibrated but the calibration was completely broken by RLHF