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typeracer

Pit Stop
Racer Val (vig0)
Race Number 13
Date Wed, 27 Aug 2025 1:57:15
Universe magic
Speed 79 WPM Try to beat?
Accuracy 97.6%
Rank 5th place (out of 8)
Opponents clu0 (4th place) emef (7th place) foresterdaniel (2nd place) seanmor5 (1st place) shawns28 (6th place) xskape (3rd 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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