Race Updates Discord About Merch
Home Profile History Competitions Texts Upgrade

typeracer

Pit Stop
Racer matt (emef)
Race Number 11
Date Wed, 27 Aug 2025 1:57:26
Universe magic
Speed 64 WPM Try to beat?
Accuracy 95%
Rank 7th place (out of 8)
Opponents clu0 (4th place) foresterdaniel (2nd place) seanmor5 (1st place) shawns28 (6th place) vig0 (5th place) xskape (3rd 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: