Below are examples for using Ray Data for batch inference workloads or large-scale data processing with a variety of frameworks and use cases.
| 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 |
| vLLM | Batch Inference with LoRA Adapter |
| vLLM | Batch Inference with Structural Output |
| XGBoost | Tabular Data Training and Batch Inference with XGBoost |