Example Use Case Tutorials

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

For now, we have one example for each supported control flow from HuggingFace TRL: SFT, DPO, and GRPO. This set will expand over time to more examples based on community inputs.

• SFT for Q&A Chatbot
  • Task, Dataset, and Prompt
  • Model, Adapter, and Trainer Knobs
• DPO for Alignment
  • Task, Dataset, and Prompt
  • Model, Adapter, and Trainer Knobs
• GRPO for Math Reasoning
  • Task, Dataset, and Prompt
  • Model, Adapter, and Trainer Knobs