This project shows how to do error analysis and generate synthetic data through LLM to improve your model. The details can be found in this Medium article.
In this use-case based hands on project, you will learn the following:
- How to perform error analysis
- Decide on what data you need to improve your model
- How to create relevant prompt and use few-shot generation
- How to use an open-source LLM to generate synthetic data
- Use the generated data to build your model