North Coast Synthesis Ltd.

Truthiness-focused search

◀ Prev | 2026-02-09, access: $$$ Pro

It appears that the earlier, shallower layers of a transformer-type language model learn syntax, and later, deeper layers learn factual information.  So can we boost factual accuracy by boosting the effect of deeper layers?  I take the view that that's analogous to dosing the model with a mind-altering drug.

Video LLaMA evaluation hallucination sampling text It appears that the earlier, shallower layers of a transformer-type language model learn syntax, and later, deeper layers learn factual information. So can we boost factual accuracy by boosting the effect of deeper layers? I take the view that that's analogous to dosing the model with a mind-altering drug.