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[Metrics] Add request_id to FinishedRequestStats to enable correlation between metrics and requests (#39710)

Enables external `StatLogger` plugins to correlate per-request metrics
with request-level context. Also, this is a pre-requisite for Prometheus
exemplars in #30972.
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[Test] Refactor hard coded device string in test files under compile/quantization/models/model_executor folders (#38901)
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[CI][KVConnector][Metrics] Update multi KV connector edge case according to prefill stats changes (#39808)
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[Bugfix] Fix mismatch between global and local attention heads in tensor-parallel mode for param2moe model (#39707)
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