LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs

Taeho Kim, Yanming Wang, Vatshank Chaturvedi +4

Fine-tuning pre-trained large language models (LLMs) with limited hardware presents challenges due to GPU memory constraints. Various distributed fine-tuning methods have been prop…