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  Paper walkthrough · 21 slides

  Self-Distillation Enables Continual Learning (SDFT)

  How a model can teach itself from demonstrations on-policy, why it forgets less than SFT, and where the theory and the training loss part ways.

  Oct 8, 2026 arXiv 2601.19897 中文English