Deep Learning Model Reuse in the HuggingFace Community: Challenges, Benefit and Trends

24 January 2024

Papers citing "Deep Learning Model Reuse in the HuggingFace Community: Challenges, Benefit and Trends"

6 / 6 papers shown

Title
Model Hubs and Beyond: Analyzing Model Popularity, Performance, and Documentation Pritam Kadasi Sriman Reddy Srivathsa Vamsi Chaturvedula Rudranshu Sen Agnish Saha Soumavo Sikdar Sayani Sarkar Suhani Mittal Rohit Jindal Mayank Singh 85 0 0 19 Mar 2025
Demystifying Issues, Causes and Solutions in LLM Open-Source Projects Yangxiao Cai Peng Liang Yifei Wang Zengyang Li Mojtaba Shahin 50 2 0 25 Sep 2024
Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study Joel Castaño Silverio Martínez-Fernández Xavier Franch Justus Bogner CVBM 47 33 0 18 May 2023
An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry Wenxin Jiang Nicholas Synovic Matt Hyatt Taylor R. Schorlemmer R. Sethi Yung-Hsiang Lu George K. Thiruvathukal James C. Davis 52 66 0 05 Mar 2023
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 93 833 0 14 Jun 2021
Quantifying the Carbon Emissions of Machine Learning Alexandre Lacoste A. Luccioni Victor Schmidt Thomas Dandres 54 688 0 21 Oct 2019