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Summary
Native TopK buckets static K to powers of two while preserving the exact requested-K output. Startup also warms the full
unseeded probability-sampling chain for K=2..64, every logical row ...
run-ci
tpu
Adds an opt-in way for the MLPerf DeepSWE recipes to write trainer checkpoints to a zonal GCS Rapid bucket through a
GCSFuse mount (the GKE GCS FUSE CSI driver), using colocated_python checkpointing ...
Daily One Minute Curiosity: the token bucket rate limiter with lazy refill (O(1) time and space per user). Includes
code.py, code.js (both run and verified) and explanation.md, plus a README index ...
Summary
- Adds Episode 06: a daily One Minute Curiosity post on the token bucket rate-limiting algorithm — covering the
problem, real-world use cases (APIs, cybersecurity, networking ...
What does this PR do?
Reduce overlapping tensor lifetimes during SGLang bucketed weight sync. A non-fused view that overflows the current
bucket is now compacted after that bucket has been consumed ...
Summary
- Added RateLimitExceededError (models) and a RateLimiter token bucket (rate_limit.py) with acquire() and reset().
- IngestSink.append now admits one token per record before buffering ...
area/cli
area/connectors
area/docs
👤 human
needs a look
size/M
What to check: (1) status.simulations in status.py, which now calls job.job_spec for a project on a bucket, and the
ValueError the status command in cli.py turns into exit 2; (2) it is wrong if ...