Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository
Mining Study

Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study

18 May 2023

Silverio Martínez-Fernández

Justus Bogner

Papers citing "Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study"

16 / 16 papers shown

Title
Bridging the Communication Gap: Evaluating AI Labeling Practices for Trustworthy AI Development Raphael Fischer Magdalena Wischnewski Alexander van der Staay Katharina Poitz Christian Janiesch Thomas Liebig 40 0 0 21 Jan 2025
How do Machine Learning Models Change? Joel Castaño Rafael Cabañas Antonio Salmerón David Lo Silverio Martínez-Fernández VLM 34 0 0 14 Nov 2024
Innovating for Tomorrow: The Convergence of SE and Green AI Luís Cruz Xavier Franch Gutierrez Silverio Martínez-Fernández 26 4 0 26 Jun 2024
From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models Eleni Nisioti Claire Glanois Elias Najarro Andrew Dai Elliot Meyerson J. Pedersen Laetitia Teodorescu Conor F. Hayes Shyam Sudhakaran Sebastian Risi AI4CE LM&Ro 35 2 0 14 Jun 2024
L-SFAN: Lightweight Spatially-focused Attention Network for Pain Behavior Detection Jorge Ortigoso-Narro F. Díaz-de-María Mohammad Mahdi Dehshibi Ana Tajadura-Jiménez 19 1 0 07 Jun 2024
The AI Community Building the Future? A Quantitative Analysis of Development Activity on Hugging Face Hub Cailean Osborne Jennifer Ding Hannah Rose Kirk 17 41 0 20 May 2024
Training Machine Learning models at the Edge: A Survey Aymen Rayane Khouas Mohamed Reda Bouadjenek Hakim Hacid Sunil Aryal 24 9 0 05 Mar 2024
Lessons Learned from Mining the Hugging Face Repository Joel Castaño Silverio Martínez-Fernández Xavier Franch 11 9 0 11 Feb 2024
PeaTMOSS: A Dataset and Initial Analysis of Pre-Trained Models in Open-Source Software Wenxin Jiang Jerin Yasmin Jason Jones Nicholas Synovic Jiashen Kuo Nathaniel Bielanski Yuan Tian George K. Thiruvathukal James C. Davis 25 11 0 01 Feb 2024
Deep Learning Model Reuse in the HuggingFace Community: Challenges, Benefit and Trends Mina Taraghi Gianolli Dorcelus A. Foundjem Florian Tambon Foutse Khomh 16 14 0 24 Jan 2024
Analyzing the Evolution and Maintenance of ML Models on Hugging Face Joel Castaño Martínez-Fernández Silverio Xavier Franch Justus Bogner 8 24 0 22 Nov 2023
PeaTMOSS: Mining Pre-Trained Models in Open-Source Software Wenxin Jiang Jason Jones Jerin Yasmin Nicholas Synovic Rajeev Sashti Sophie Chen George K. Thiruvathukal Yuan Tian James C. Davis 33 1 0 05 Oct 2023
Naming Practices of Pre-Trained Models in Hugging Face Wenxin Jiang Chingwo Cheung Mingyu Kim Heesoo Kim George K. Thiruvathukal James C. Davis CVBM 12 6 0 02 Oct 2023
Are You Worthy of My Trust?: A Socioethical Perspective on the Impacts of Trustworthy AI Systems on the Environment and Human Society Jamell Dacon SILM 13 1 0 18 Sep 2023
Towards green AI-based software systems: an architecture-centric approach (GAISSA) Silverio Martínez-Fernández Xavier Franch Francisco Durán 14 7 0 19 Jul 2023
Which Design Decisions in AI-enabled Mobile Applications Contribute to Greener AI? Roger Creus Castanyer Silverio Martínez-Fernández Xavier Franch 25 11 0 28 Sep 2021