News for hackers. Stuff that matters.
Re:The Revolution of Token-Level Rewards by danielmarkbruce on Monday August 04, 2025 @01:44PM (#44789108)
Publish a paper?
Re:The Revolution of Token-Level Rewards by aagr on Monday August 04, 2025 @04:51PM (#44791196)
We are working on one! Happy to send you a draft if you're interested.
Re:The Revolution of Token-Level Rewards by danielmarkbruce on Sunday August 10, 2025 @09:59PM (#44860155)
yes please, do send. my username at the very popular google email service.
Re:The Revolution of Token-Level Rewards by ACCount36 on Monday August 04, 2025 @06:31PM (#44792070)
No implementation details, no samples from an actual reward model in action, no github repo. Looks like a sales page more than anything. Eww.
Re:The Revolution of Token-Level Rewards by trhway on Monday August 04, 2025 @09:35PM (#44793395)
it was just a matter of time before the reward/error/etc. would become a vector instead of a scalar - whether it is a vector of tokens or a vector of some other qualities the output is evaluated for. So, instead of vector gradient - d scalar error by d every var - we'll have a matrix and thus would be matrix-transforming the NN instead of just adding the gradient.