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vlm: resume batching reqs in Vits to speedup#9529

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mickqian wants to merge 3 commits intosgl-project:mainfrom
mickqian:vlm-batching
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vlm: resume batching reqs in Vits to speedup#9529
mickqian wants to merge 3 commits intosgl-project:mainfrom
mickqian:vlm-batching

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@mickqian
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Motivation

Previously, the batching behavior of vits is removed for higher multimodal cache hit, but processing the images one by one can drastically increase TTFT with high concurrency.

Modifications

Accuracy Tests

Benchmarking and Profiling

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@mickqian
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duplicate with #11828

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