tLoRA: Efficient Multi-LoRA Training with Elastic Shared Super-Models

Kevin Li, Dibyadeep Saha, Avni Kanodia +1

As Low-Rank Adaptation (LoRA) becomes the standard approach for efficiently fine-tuning large language models (LLMs), shared clusters increasingly execute many concurrent LoRA trai…