The models are non-deterministic and there is no way to predict hallucinations.
And there is a way to predict the presence of hallucinations, but it’s expensive (SelfCheckGPT)
It is at best 90% accurate.
https://arxiv.org/abs/2303.08896
And there is a way to predict the presence of hallucinations, but it’s expensive (SelfCheckGPT)