Determine the list of onnx models that will be saved in Azure Blob storage

[ramkrishna2910]

Our available storage capacity for ONNX model zoo on GitHub LFS is currently at 100GB. We need to decide on the list of models to be stored here, with the objective of maximizing the usage of the space while ensuring that we have a diverse selection of the most frequently used models. Tip: Use model download data from modelzoo.co, huggingface model zoo to determine the most used models

[ramkrishna2910]

ONNX Model Zoo - Current Models

[ramkrishna2910]

Propose to include models that cover the following Tasks/ Architectures.

Tasks:

• Computer Vision
• Natural Language Processing
• Audio
• Tabular
• Reinforcement Learning
• MultiModal
• Generative AI
• Graph Machine Learning

Model Architecture:

• Convolutional Neural Network
• Recurrent Neural Networks
• LSTMs
• Transformers
• GANs
• Autoencoders
• Graph Neural Networks