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Get the Training-Free Pretrained Model Merging. IEEE Conference on Computer Vision and Pattern Re...

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This CPR paper is the Open Access version, provided by the Computer Vision Foundation. Except for this watermark, it is identical to the accepted version; the final published version of the proceedings
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Training-pretrained model merging refers to the process of combining different pretrained machine learning models to leverage their strengths and improve overall performance on a specific task.
Individuals or organizations that utilize pretrained models in a manner that affects compliance with training standards or reporting requirements are required to file training-pretrained model merging.
To fill out training-pretrained model merging, one must provide detailed information about the pretrained models used, their sources, and how they are combined in the training process, typically following a specified format provided by the regulatory body.
The purpose of training-pretrained model merging is to enhance model performance, increase efficiency, and ensure that combined models meet specific training and regulatory standards.
Information that must be reported includes model names, versions, source URLs, training datasets used, methods of merging, and performance metrics.
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