An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry
Paper
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2303.02552
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Published
James C Davis
davisjam
·
AI & ML interests
Empirical software engineering
Organizations
authored
6
papers
over 1 year ago
PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages
Paper
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2303.08934
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Published
Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision
Paper
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2303.07476
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Published
An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden Contributors
Paper
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2107.00821
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Published
Analysis of Failures and Risks in Deep Learning Model Converters: A Case Study in the ONNX Ecosystem
Paper
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2303.17708
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Published
PeaTMOSS: A Dataset and Initial Analysis of Pre-Trained Models in Open-Source Software
Paper
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2402.00699
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Published
•
2