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Rolando Bosch Rodriguez

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#small language model Open access Sep 2026

quickthink: local-first inference control layer for small LLMs

quickthink is a local-first inference control layer that aims to give small, on-device language models more reliable structured output by inserting a compressed plan-then-answer scaffold with latency-aware routing. Its routing, plan-grammar, and validation logic run as plain-Python middleware (no extra model of its own...

Rolando Bosch Rodriguez · 0 citations
#small language model Open access Sep 2026

quickthink: local-first inference control layer for small LLMs

quickthink is a local-first inference control layer that aims to give small, on-device language models more reliable structured output by inserting a compressed plan-then-answer scaffold with latency-aware routing. Its routing, plan-grammar, and validation logic run as plain-Python middleware (no extra model of its own...

Rolando Bosch Rodriguez · 0 citations

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