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typeracer

Pit Stop
Racer kacper (cielmaster)
Race Number 4
Date Wed, 27 Aug 2025 0:07:04
Universe magic
Speed 80 WPM Try to beat?
Accuracy 97.7%
Rank 6th place (out of 8)
Opponents clu0 (7th place) emef (4th place) foresterdaniel (3rd place) seanmor5 (1st place) sonniko (9th place) vig0 (2nd place) xskape (8th place) zomglings (5th place)

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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)

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