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QUery-Aware Inference Layer

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22:41

2026-09-26

modal.com

ai-infrastructure

>1B tokens/minute/GPU by combining query planner and inference engine

Quail, an inference engine built by the QUery-Aware Inference Layer project, processes over 1 billion tokens per minute per H100 GPU on a multi-join AI-SQL query, more than 10x faster than the team's …

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Quail 1 vLLM 1 Modal 1 H100 1 Snowflake 1 AI-SQL 1 Qwen3-4B 1

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ai infrastructure 1 large language models 1 ai tools 1 mlops 1 developer tools 1