Project: Using Fine-Tuning for Customer Review Analysis

In this tutorial, we will create a fine-tuned OpenAI model to extract structured information from customer reviews. This will involve creating training data, formatting and validating this data, and initiating a fine-tuning job to build the model.

Here are a few cases where structured information extraction using fine-tuning can be particularly effective:

1. Financial reporting: Parse financial news or reports to extract "company name", "stock symbol", "financial metric", and "percent change".

2. Real estate listings: From real estate descriptions, extract "property type", "location", "price", and "number of ...