ALTO is a network orchestrator designed to efficiently serve compound AI systems like pipelines of language models. By leveraging the incremental output generation of language models, ALTO streams partial outputs between stages to reduce latency and increase throughput. The system addresses challenges related to correctness and load balancing, demonstrating significant performance improvements in a complex chatbot verification pipeline.
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by Keshav Santh... في arxiv.org 03-08-2024
https://arxiv.org/pdf/2403.04311.pdfاستفسارات أعمق