AIBullisharXiv – CS AI · 6h ago7/10
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Catch Your Breath: Adaptive Computation for Self-Paced Sequence Production
Researchers propose Catch Your Breath (CYB), a novel training method that enables AI models to dynamically control the number of computational steps used for processing inputs through <pause> tokens. The approach outperforms standard cross-entropy training by allowing models to signal when they need additional processing time, improving performance metrics like perplexity without increasing computational overhead.
🏢 Perplexity