LLM training data mixture optimization breaks when training pools shift — every prior proxy experiment becomes stale.
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Abstract: Query-by-Example Spoken Term Detection (QbE-STD) retrieves relevant audio files corresponding to a spoken query, without relying on explicit word-level textual transcriptions. In ...
Abstract: Optimization plays a critical role in the design and analysis of electromagnetic (EM) systems, involving the adjustment of input parameters to achieve desired performance metrics. This ...
A new framework, Arbor, they claim, preserves hypotheses, experiments, and lessons learned across long-running research tasks, delivering 2.5x better performance than other models under the same ...
<a href="https://www.facebook.com/notes/facebook-engineering/the-life-of-a-typeahead-query/389105248919/" target="_blank" rel="noopener noreferrer"><u>https://www ...
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