Evaluate and Choose the Best LLM Using Automatic Metrics on Custom Datasets
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Discover effective methods for evaluating Large Language Models (LLMs) using automated metrics on custom datasets in this 22-minute tutorial. Explore best practices for selecting the optimal LLM for specific projects and assess their performance across various tasks. Gain insights into different evaluation approaches, available tools, and metrics. Follow along with a hands-on demonstration using Google Colab, covering dataset preparation, model prediction generation, naive evaluation techniques, and leveraging AI for AI evaluation. Conclude with a comprehensive evaluation report to make informed decisions when choosing the best LLM for your needs.