It improves GPU utilization for workloads with variable sequence lengths and arrival patterns.
LATENCY & PERFORMANCEAI SRE
Continuous Batching
Continuous batching dynamically admits and removes requests while generation is in progress instead of waiting for fixed batches.
Interactive chat requests and long document summaries share the same inference fleet without forcing every request to wait for the slowest sequence.
Does the serving engine expose scheduler metrics that SREs can monitor?
REMEMBERContinuous batching keeps the GPU busy while requests finish at different times.
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