TLDR Tech / Data
The Training Infrastructure Behind AI-Powered Job Search: 8X Faster Multi-Teacher Distillation
LinkedIn's job search ranking trains a 0.6B student model on signals from three teachers covering relevance, engagement, and embeddings. Caching teacher outputs at the shard level cut training time from 45 hours to under 5 hours without accuracy loss, enabling same-day iteration cycles.
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