Data Examples

Below are examples for using Ray Data for batch inference workloads or large-scale data processing with a variety of frameworks and use cases.

Beginner

Framework	Example
PyTorch	Image Classification Batch Inference with PyTorch ResNet152
PyTorch	Object Detection Batch Inference with PyTorch FasterRCNN_ResNet50
Transformers	Image Classification Batch Inference with Hugging Face Vision Transformer
XGBoost	Tabular Data Training and Batch Inference with XGBoost
Data-Juicer	Distributed Data Processing with Data-Juicer