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typeracer

Pit Stop
Racer zomglings (zomglings)
Race Number 5
Date Wed, 27 Aug 2025 1:57:05
Universe magic
Speed 81 WPM Try to beat?
Accuracy 96.9%
Rank 2nd place (out of 5)
Opponents _fingers (5th place) sonniko (3rd place) stephanie_kate (4th place)

Text typed:

By dynamically updating the bias of each expert according to its recent load, Loss-Free Balancing can consistently maintain a balanced distribution of expert load. In addition, since Loss-Free Balancing does not produce any interference gradients, it also elevates the upper bound of model performance gained from MoE training.
— (other) by AUXILIARY-LOSS-FREE LOAD BALANCING STRATEGY FOR MIXTURE-OF-EXPERTS (see stats)

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