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Merge branch 'main' into wentao-remove-redundant-prompt-copy

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[Perf] Remove redundant device copies for CPU-only pooling token IDs, 48.9% E2E throughput improvement #38139

Merge branch 'main' into wentao-remove-redundant-prompt-copy
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