Tree-based Data Replay for More Efficient LLM Continual Learning
As Large Language Models (LLMs) gain popularity, they face a crucial challenge: effectively updating their knowledge bases with new data while retaining knowledge of prior information. This challenge is compounded by the considerable computational resources and time required to do so. This problem h...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2024
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| Online Access: | https://hdl.handle.net/1721.1/157017 |