Tutorial Use Cases

These end-to-end use case examples serve as tutorials for the usage of RapidFire AI’s API to run DL workloads. They use publicly available datasets and models.

Use Case Examples

• Tutorial Use Case: IMDb
  • Dataset
  • Model(s)
  • Config Knobs
  • Step by Step Code in our API
  • Extension: Custom Collate
• Tutorial Use Case: ImageNet
  • Dataset
  • Model(s)
  • Config Knobs
  • Step by Step Code in our API
• Tutorial Use Case: News
  • Dataset
  • Model(s)
  • Config Knobs
  • Step by Step Code in our API
  • Custom User-Defined Metrics
  • Extension: Custom Transfer Learning with a Llama model
• Tutorial Use Case: COCO Detection and Segmentation
  • Dataset
  • Model
  • Config Knobs
  • Step by Step Code in our API

This set will expand over time to include additional examples, including for the following use cases. We welcome feedback to help us create additional examples that are more similar to your use cases.

• LLM-based customer support Q&A

• Video scene classification

• Time series activity classification

• Image generation