Here are the official BentoML example projects that you can find in the bentoml/gallery repository, grouped by the main ML training framework used in the project.
You can download the examples below and run them on your computer. Links to run them on Google Colab are also available, although some of the features demo’d in the notebooks does not work in the Colab environment due to its limitations, including running the BentoML API model server, building docker image or creating cloud deployment.
Stress Analysis in Social Media (Tensorflow, BERT) - Project Link
Unsupervised OpenIE (NLP, PyTorch, flair) - Project Link
Find Duplicated Jobs Prediction (FastAI, PyTorch) - Project Link
Rossmann Sales Forecast (FastAI) - Project Link
Credit Default Prediction (Scikit-Learn) Project Link
Sun or Rain Inference (fastai, torchvision, Image Recognition) - Project Link
AiSpace - deep learning platform with pre-trained models - Project Link
Serving ResNet model with BentoML Project Link
If you have a project built with BentoML and would like to share with the community, feel free to create a Pull Request and add your project to the list above.