FLEET Integrates Memory into Text Generation via Logit-Adjusting Trajectories
September 22, 2026
FLEET replaces memoryless temperature sampling with a mechanism that tracks sparse trajectories through high-entropy states. It uses these trajectories to infer per-token utility scores, reducing semantic duplication in multi-sample generation processes.
HOW THIS AFFECTS YOU
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builderYou can reduce redundant outputs when using multiple samples for a single prompt.
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researcherYou can improve sampling diversity by accounting for prior generation entropy.