had some trouble getting it to explore enough token options so i did a small spec decoding pass to expand token vocab (jev as drafter and verifier lol)
it aint much and it aint honest work either
Comments
nicoSep 26, 2026, 12:57 AM
This is amazing. I don't think I fully understand how it works, but the core of having Jev (or some classifier), generate the words/tokens it's going to output by picking/classifying the words/tokens, is very cool
Where do you see the biggest potential improvement gains?
adityamishra241Sep 26, 2026, 11:37 AM
Really interesting approach. I’m curious how much the verifier pass improves the output quality compared to just increasing the token vocabulary.
Where do you see the biggest potential improvement gains?