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... selects zero or very few victims. Iterate the bucket under the same existing lock instead and stop after collecting the requested eligible victims. This removes the O(N) snapshot and its temporary ...

... only said the buckets were public and needed no credentials. Our warn before any download wording also made it likely an agent would tell users that downloads may be expensive. What changed: - docs ...

... evaluation eligible. Normalize group keys before bucketing in both legacy flag-level aggregation and mixed condition-level aggregation. Strings stay unquoted, finite numbers use the existing backend ...

Auto-select gcs_grpc driver for GCS Zonal Rapid buckets

... against a household grid meter (details and data in #154): - The cloud stamps each hourly bucket with the end of the hour it covers. - A bucket is published some time after its stamp, so the daily ...

Summary Add an opt-in bucket size that bounds the non-tensor-parallel gradient all-reduce s buffer. Symptom Reproduction - Symptom: On a 64x H200 MoE RL run with TP8 and sequence parallelism ...