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Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China
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Major LLM failures can be traced back to specific disruptions in cognitive organization, providing a roadmap for targeted interventions and deeper understanding of model behavior.
LLM serving can get a 34% boost in end-to-end SLO attainment by intelligently scheduling prefill and decode requests based on urgency and slack.
