24 lines
758 B
Markdown
24 lines
758 B
Markdown
---
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title: "持续学习 (Continual Learning)"
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created: 2026-06-03
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updated: 2026-06-03
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type: concept
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tags: [continual-learning, lifelong-learning, forgetting]
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status: placeholder
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---
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# 持续学习 (Continual Learning)
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> ⚠️ 占位符页面 — 待完善
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持续学习（又名终身学习，Lifelong Learning）是指模型在连续数据流上逐步学习新知识而不遗忘旧知识的能力。核心挑战是 [[catastrophic-forgetting|灾难性遗忘]]。
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在 LLM 的后训练语境中，持续指令微调可能导致已有知识和推理能力的退化。
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## 相关概念
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- [[catastrophic-forgetting|灾难性遗忘]]
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- [[data-replay|数据回放]]
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- [[evolving-knowledge-injection|进化知识注入]]
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- [[knowledge-retention|知识保留]]
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