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Does SwiftInfer integrate well with Page Attention ? #9

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gawainx opened this issue Jul 29, 2024 · 0 comments
Open

Does SwiftInfer integrate well with Page Attention ? #9

gawainx opened this issue Jul 29, 2024 · 0 comments

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@gawainx
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gawainx commented Jul 29, 2024

Page Attention is a widely used method for llm serving. It splits the KVCache of a request into multiple blocks and each block contains multiple slots (tokens). I think that the Page Attention might hinder the Streaming LLM since we can not evict some slots within a block. So I want to know how swiftinfer integrate with PA ?

ref: [2309.06180] Efficient Memory Management for Large Language Model Serving with PagedAttention

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