2 papers
cs.LG2024
Automating Code Adaptation for MLOps -- A Benchmarking Study on LLMs
Harsh Patel, Buvaneswari A. Ramanan, Manzoor A. Khan +3
This paper explores the possibilities of the current generation of Large Language Models for incorporating Machine Learning Operations (MLOps) functionalities into ML training code…
cs.SE2024
A State-of-the-practice Release-readiness Checklist for Generative AI-based Software Products
Harsh Patel, Dominique Boucher, Emad Fallahzadeh +2
This paper investigates the complexities of integrating Large Language Models (LLMs) into software products, with a focus on the challenges encountered for determining their readin…