Analyzing the Evolution and Maintenance of ML Models on Hugging Face

Analyzing the Evolution and Maintenance of ML Models on Hugging Face

22 November 2023

Martínez-Fernández Silverio

Justus Bogner

Papers citing "Analyzing the Evolution and Maintenance of ML Models on Hugging Face"

9 / 9 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 53 0 0 19 Mar 2025
Is Open Source the Future of AI? A Data-Driven Approach Domen Vake Bogdan Šinik Jernej Vičič Aleksandar Tošić 45 0 0 27 Jan 2025
How do Machine Learning Models Change? Joel Castaño Rafael Cabañas Antonio Salmerón David Lo Silverio Martínez-Fernández VLM 41 0 0 14 Nov 2024
Demystifying Issues, Causes and Solutions in LLM Open-Source Projects Yangxiao Cai Peng Liang Yifei Wang Zengyang Li Mojtaba Shahin 45 2 0 25 Sep 2024
What do we know about Hugging Face? A systematic literature review and quantitative validation of qualitative claims Jason Jones Wenxin Jiang Nicholas Synovic George K. Thiruvathukal James C. Davis 31 5 0 12 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 25 41 0 20 May 2024
Lessons Learned from Mining the Hugging Face Repository Joel Castaño Silverio Martínez-Fernández Xavier Franch 16 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 41 11 0 01 Feb 2024
Naming Practices of Pre-Trained Models in Hugging Face Wenxin Jiang Chingwo Cheung Mingyu Kim Heesoo Kim George K. Thiruvathukal James C. Davis CVBM 23 6 0 02 Oct 2023