Episode Details
Back to Episodes
【第106期】ScaleOT:保护隐私的大型语言模型离站微调的新型框架
Published 1 year, 5 months ago
Description
Seventy3: 用NotebookLM将论文生成播客,让大家跟着AI一起进步。
今天的主题是:
ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression
Summary
This research introduces ScaleOT, a novel framework for privacy-preserving offsite tuning of large language models (LLMs). ScaleOT addresses limitations of existing methods by using reinforcement learning to determine layer importance, ...去小宇宙查看完整单集简介
前往小宇宙评论区与主播互动
今天的主题是:
ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression
Summary
This research introduces ScaleOT, a novel framework for privacy-preserving offsite tuning of large language models (LLMs). ScaleOT addresses limitations of existing methods by using reinforcement learning to determine layer importance, ...去小宇宙查看完整单集简介
前往小宇宙评论区与主播互动