Race Updates Discord About Merch
Home Profile History Competitions Texts Upgrade

typeracer

Pit Stop
Racer zomglings (zomglings)
Race Number 3
Date Wed, 27 Aug 2025 0:06:59
Universe magic
Speed 89 WPM Try to beat?
Accuracy 97.7%
Rank 5th place (out of 8)
Opponents cielmaster (6th place) clu0 (7th place) emef (4th place) foresterdaniel (3rd place) seanmor5 (1st place) sonniko (9th place) vig0 (2nd place) xskape (8th place)

Text typed:

We validate the performance of Loss-Free Balancing on MoE models with up to 3B parameters trained on up to 200B tokens. Experimental results show that Loss-Free Balancing achieves both better performance and better load balance compared with traditional auxiliary-loss-controlled load balancing strategies.
— (other) by AUXILIARY-LOSS-FREE LOAD BALANCING STRATEGY FOR MIXTURE-OF-EXPERTS (see stats)

Typing Review: