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feat: expose scheduler fresh prefill counter#8

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FujitsuPolycom merged 1 commit into
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feat/live-prefill-metrics
Jul 25, 2026
Merged

feat: expose scheduler fresh prefill counter#8
FujitsuPolycom merged 1 commit into
mainfrom
feat/live-prefill-metrics

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Summary\n- expose �llm:prefill_tokens_scheduled_total from scheduler-issued fresh prompt work\n- carry the count with each SchedulerOutput for async-safe accounting\n- record scheduler stats even when a chunked-prefill step has no output token yet\n- exclude prefix-cache and external-KV tokens\n\n## Validation\n- Python compilation passed for changed modules\n- scheduler assertions cover initial and chunked prefill scheduling\n\nThis is intended for live Prometheus consumers such as vLLM Observer. The metric measures fresh prompt work issued per scheduler step, not logger snapshots or end-to-end latency.

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@FujitsuPolycom
FujitsuPolycom merged commit 9b6a713 into main Jul 25, 2026
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@FujitsuPolycom
FujitsuPolycom deleted the feat/live-prefill-metrics branch July 25, 2026 16:50
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