LLM Fine-Tuning Workloads: Characterization, Challenges, and Opportunities for Serverless AI

Radu Nicolae, Daniele Lotito, Alexandru Iosup

Serverless execution of Large Language Models (LLMs) is becoming important, reflecting their wide societal use. An increasingly present stage in LLM pipelines is fine-tuning, which…