LadderEdit: Edit-Level Residual Compression for Memory-Efficient Lifelong Editing of LLMs
arXiv:2610.11160v1 Announce Type: new Abstract: Lifelong editing of LLMs requires storing thousands of edits after acquisition. A widely used family of approaches attaches one LoRA adapter per edit, which preserves behavior but grows linearly in storage. To address this challenge, we propose Ladder…
Read the full story at arXiv cs.CL ↗
Timeline · 1 report
- 2026-10-09 04:00 · arXiv cs.CL
LadderEdit: Edit-Level Residual Compression for Memory-Efficient Lifelong Editing of LLMs