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[Misc]: Disaggregated prefill & Dynamic batching #20159

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@Pr0Wh1teGivee

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@Pr0Wh1teGivee

Proposal to improve performance

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Report of performance regression

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Misc discussion on performance

I wonder how dynamic batching will perform after enabling the disaggregated prefill? Could anyone inform me about where is the relevant scheduling code.

Your current environment (if you think it is necessary)

The output of `python collect_env.py`

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