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篩選標籤： Continual Learning 3 篇 × 清除
2604.09791v1 CC BY 4.0

Pioneer Agent：生產環境中小型語言模型的持續改進

Pioneer Agent Continual Improvement of Small Language Models in Production

Dhruv Atreja, Julia White, Nikhil Nayak, Kelton Zhang, Henrijs Princis, George Hurn-Maloney, Ash Lew...

Small Language ModelAgentContinual LearningProductionMonte Carlo Graph SearchAutoMLFine-tuning
arXiv 156
Liang-Hsun Huang 許願
2601.19897v1 CC BY 4.0

自蒸餾實現持續學習

Self-Distillation Enables Continual Learning

Idan Shenfeld, Mehul Damani, Jonas Hübotter, Pulkit Agrawal

LLMContinual LearningKnowledge DistillationOn-Policy LearningInverse RL災難性遺忘
arXiv 103
kerg kerg 許願
2604.06169v1 arXiv License Alibaba / Qwen Team

就地測試時訓練

In-Place Test-Time Training

Guhao Feng, Shengjie Luo, Kai Hua, Ge Zhang, Di He, Wenhao Huang, Tianle Cai

LLMTest-Time TrainingLong ContextMLPContinual LearningByteDanceQwen3RULER
arXiv 2
Teds Lin 許願