TOON format: a compact alternative to JSON for LLM prompts
Discover how TOON simplifies structured data delivery to large language models by reducing token overhead in prompts while maintaining readability and interoperability.
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Track Video Engagement with HyperLogLog in PostgreSQL Heatmaps
Discover how TopVideoHub replaced million-row event tables with compact HyperLogLog sketches to generate accurate video heatmaps without the storage or query overhead. Learn the ingestion pipeline and SQL optimizations that make it work at scale.
How latent compression slashes LLM context costs by 16x without sacrificing accuracy
A new family of encoder-decoder models is cutting LLM context windows down to a fraction of their original size, delivering 16x compression while preserving near-peak accuracy and unlocking faster inference speeds in production.
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#.dev alan adı1#.env dosyası2#.net api documentation1#.net grpc1#.net idempotent api1#.net ses tanıma1#.net test framework1#/approve command1#0-100 km/s 2.5 saniye1#0-60mph1#0.3 mikron partikül yakalama1#0.7 nanometre çip1#007 first light5#007 first light fiyat1#007 first light indirim1#1 inç sensör2#1 milyon token bağlam1#1 nanometreden küçük transistör1#1 tb ssd yükseltme1#1% düşük fps1