IOLM-DB compresses a general-purpose LLM on a per-query basis to speed up LLM-invoking OLAP queries, reporting throughput gains up to 3.31x and smaller models in a three-workload prototype.
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The Case for Instance-Optimized LLMs in OLAP Databases
IOLM-DB compresses a general-purpose LLM on a per-query basis to speed up LLM-invoking OLAP queries, reporting throughput gains up to 3.31x and smaller models in a three-workload prototype.