Measuring LLM Accuracy for Structured Outputs
This course provides a step by step process for measuring the accuracy of any LLM if you are using it for extracting structured outputs from unstructured data.
Lesson Notes are notes I use to present the videos inside the course.
Calculating the accuracy
Send 100 requests to an LLM using OpenRouter
Measuring schema compliance using Structured Output Percentage Stats
Run the same experiment using four LLMs
Consolidate multiple results into a single CSV file
Use DataBlist to generate the gold dataset
Use the gold dataset to calculate accuracy for all LLMs