Analyzing the evolution and maintenance of ml models on hugging face

J Castaño, S Martínez-Fernández… - 2024 IEEE/ACM 21st …, 2024 - ieeexplore.ieee.org
Hugging Face (HF) has established itself as a crucial platform for the development and
sharing of machine learning (ML) models. This repository mining study, which delves into …

Towards Semantic Versioning of Open Pre-trained Language Model Releases on Hugging Face

A Ajibode, AA Bangash, FR Cogo, B Adams… - arXiv preprint arXiv …, 2024 - arxiv.org
The proliferation of open Pre-trained Language Models (PTLMs) on model registry platforms
like Hugging Face (HF) presents both opportunities and challenges for companies building …

[PDF][PDF] Full-scale Software Engineering

N Wild, S Aydin, A Sabau, A Slupczynski - swc.rwth-aachen.de
Testing is an integral part of software engineering to ensure that software functions as
expected. However, exhaustive testing is often costly and infeasible. Combinatorial Testing …