Quail: open-source AI-SQL engine hits 1B+ input tokens/min on a single H100

sh_reya · x · 2026-09-25

Quail, a new open-source AI-SQL engine built with Modal, plans queries and LLM inference jointly, reaching 1B+ input tokens/min on a single H100 for one query. The authors argue AI-powered data operators represent a new and interesting inference workload, with plenty of opportunity to push workloads further down the inference stack.

Related event: UC Berkeley and Modal Open-Source Quail, an AI-SQL Inference Engine(25 posts)→

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