Pavel Sokolovsky
November 1, 2026

LLMs need sleep too.

LLMs need sleep too. “Inspired by how the human brain processes and stabilizes memory during rest, we introduce a sleep framework in continual learning.” The idea is a wake phase for interacting with new info, plus an offline sleep phase where the model consolidates it into long-term parameters without catastrophic forgetting. ~ learn more

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