got the hang of apollo... had alot of fun.... maybe i boot up dota and try to roleq mid ???

RoleQ: Role-Aligned Scales for Converting Language Models to Ternary

Johannes Knittel, Alec Helbling, Hanspeter Pfister

#arXiv #cs.AI #cs.CL

A new ternary weight quantization framework, RoleQ, places scales by Transformer unit roles rather than weight matrix layout, matching per-layer axis search at lower solver cost and cutting perplexity by up to…

#RoleQ #Quantization #ModelCompression #AIResearch
https://arxiv.org/abs/2610.21808

RoleQ: Role-Aligned Scales for Converting Language Models to Ternary

Johannes Knittel, Alec Helbling, Hanspeter Pfister

#arXiv #cs.AI #cs.CL

Johannes Knittel, Alec Helbling, Hanspeter Pfister: RoleQ: Role-Aligned Scales for Converting Language Models to Ternary https://arxiv.org/abs/2610.21808 https://arxiv.org/pdf/2610.21808 https://arxiv.org/html/2610.21808

the endwalker roleq uests are obviously fitting for the story but since im melee dps i got the limsa lominsa + company of heroes one and like to be honest....i could not care less

In Dota there is role queue, but even in non-roleq matches people figure out who's playing what and then adjust to make the game at least palatable.

You can't expect a game that's been out for two weeks to have a developed player culture like that. Manners take time to learn.

I feel like instead of a roleq or lock in, a 3 role maximum would work better for comp.
I honestly hope they don't enforce this on qp tho cause 4 dps + 2 healers is pretty awesome currently

I never soloq either, game is so much better with someone else. hit masters once before roleq but never again

Ayer me dió por echar un vistazo por la comunidad de Marvel Rivals y para sorpresa de nadie ya les han salido los mismos problemas estructurales que Overwatch: personajes con gameplay molestos, la frustración de jugar tanque/support, la necesidad de roleq, la competitividad tóxica...