A dispatch-aware roofline simulator picks the best LLM serving strategy by predicted goodput without running costly GPU benchmarks.
Throughput is not all you need: Maximizing goodput in llm serving using prefill-decode disaggregation.https://hao-ai- lab.github.io/blogs/distserve/, 2024
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BestServe: Serving Strategies with Optimal Goodput in Collocation and Disaggregation Architectures
A dispatch-aware roofline simulator picks the best LLM serving strategy by predicted goodput without running costly GPU benchmarks.