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... ). LeakyLenses decays exponentially with e-folding thickness LensDecayLength (blue). B: Time-mean density (last 50 of a 100 year run) from CFM (Crocus, bucket) with a synthetic forcing at a site with ...

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 ...

... default is zero. - draft_prefill_use_decode_buckets reuses decode batch buckets for draft-prefill CUDA graphs to reduce retained attention workspaces. Its default is false. The changes stay in ...

... completing the request. Slow bucket recovery can therefore delay the admin operation until recovery finishes or times out. Repeated tracker creation failures can keep the request waiting for a ...

What does this PR do? This PR adds support for HF Buckets in Trainer. Instead of storing checkpoints locally or on the hub repository, we can leverage HF Buckets for that (S3 like storage + XET ...

Native capture sends heartbeats synchronously, while the idle collector requests queued bucket creation. A delayed queue worker could send the first heartbeat before the bucket exists, receive HTTP ...

Motivation TopK v2 can silently select incorrect values when more than 2,048 candidates occupy the threshold bucket. FP32 scores in a coarse bucket need not be equal, so selecting from an arbitrary ...
jit-kernel