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Based on the pull request description,
use_dist_checkpointingmust beFalsefor the reference model because it lacks a distributed checkpoint path. Using the${USE_DIST_CKPT}variable makes this setting configurable. If a user setsUSE_DIST_CKPT=True(e.g., for the actor model), it would also be incorrectly enabled for the reference model, likely causing a runtime error. To ensure the script's robustness and prevent misconfiguration, this value should be hardcoded toFalsefor the reference model.