Quail: open-source AI-SQL engine hits 1B+ input tokens/min on a single H100
sh_reya · x · 2026-09-26
- shreya and Modal released Quail, a new open-source AI-SQL engine.
- Key idea: jointly plan queries and LLM inference instead of treating them separately.
- Result: a single query sustains 1B+ input tokens/min on one H100.
- The authors argue AI-powered data operators create a novel inference workload class with implications for infra design.
Related event: UC Berkeley and Modal Open-Source Quail, an AI-SQL Inference Engine(25 posts)→
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