Cornfigurator is the first automated deployment planner for generic any-to-any multimodal models that explores the full range of colocation-to-disaggregation strategies and delivers 1.12x to 6.32x higher goodput than existing systems or expert plans.
Llumnix: Dynamic scheduling for large language model serving
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Cornserve introduces a task abstraction and record-and-replay runtime for Any-to-Any multimodal models, achieving up to 3.81x higher throughput and 5.79x lower tail latency through component disaggregation and direct tensor forwarding.
citing papers explorer
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Cornfigurator: Automated Planning for Any-to-Any Multimodal Model Serving
Cornfigurator is the first automated deployment planner for generic any-to-any multimodal models that explores the full range of colocation-to-disaggregation strategies and delivers 1.12x to 6.32x higher goodput than existing systems or expert plans.
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Cornserve: A Distributed Serving System for Any-to-Any Multimodal Models
Cornserve introduces a task abstraction and record-and-replay runtime for Any-to-Any multimodal models, achieving up to 3.81x higher throughput and 5.79x lower tail latency through component disaggregation and direct tensor forwarding.