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Changes - Switch rate limiter to fixed 60-second Unix-epoch-aligned windows per API key. - Use a Redis Lua script with Redis server time, atomic INCR, and first-request expiry. - Update in-memory ...

Part of #109. Three fixes from the FSDP audit, one commit each. bucket reductions start in the same order on every rank NCCL matches collectives by call order. Each SyncGradientBucket started its ...

... triton.jit specialization, rows_per_block) bucket (1..4). Claims - Eliminates 100% of inference-time Triton JIT compilation warnings (2 - 0) reported by jit_monitor.py during Qwen3.5-4B + DFlash ...
mrv2
qwen

... proposal: change any number in review. Rule: cap = 7-day p90 of rented GPUs minus rented now, at least one machine (1 GPU in the 1× bucket, 8 in the 8× bucket), never above the current cap. Rented ...

The owner deleted warehouse/raw/job_assistant/raw/ on 2026-11-04: 12 objects before, 0 after. A check from this session confirmed it: the prefix lists 0 objects, and a former object s public r2.dev address ...

dependencies
python

Reviewed By: rguo-aws Differential Revision: D123717554
CLA Signed
meta-exported

put_object() kept the earlier versions of a key only when versioning was Enabled. In a bucket whose versioning is Suspended, every PUT replaced the whole version list with the new null version, so ...