Jul 2, 2024 · This study aims to provide valuable insights about ML model maintenance and evolution that could inform future model development strategies on ...
Feb 5, 2024 · ABSTRACT. Hugging Face (HF) has established itself as a crucial platform for the development and sharing of machine learning (ML) models.
Nov 22, 2023 · This study aims to provide valuable insights about ML model maintenance and evolution that could inform future model development strategies on platforms like ...
Bibliographic details on Replication Package for 'Analyzing the Evolution and Maintenance of ML Models on Hugging Face'.
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This experience report synthesizes insights from two comprehensive studies conducted on HF, focusing on carbon emissions and the evolutionary and maintenance ...
2 days ago · All analyses are replicable, with a publicly accessible replication package. Results: The most common SE task among PTMs and datasets is code ...
Analyzing the Evolution and Maintenance of ML Models on Hugging Face ... replicating other ML results). The tool is implemented with the Langium workbench ...
1) Data Collection We developed a data collection pipeline as part of the replication package to collect data from the. Hugging Face models and their associated ...
A library for easily evaluating machine learning models and datasets. With a single line of code, you get access to dozens of evaluation methods for different ...
Apr 16, 2024 · The mined dataset, results of the qualitative analysis, and analysis scripts are available in our replication package [41]. ACKNOWLEDGMENTS.