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arxiv.org favicon[2606.03979] Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories

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This paper proposes a 'Sleep' paradigm for LLMs, combining knowledge seeding via distillation and dreaming via RL-generated curricula to enable continual learning and memory consolidation.