Evaluate LLM Systems & RAGs: Choose the Best LLM Using Automatic Metrics on Your Dataset скачать в хорошем качестве

Evaluate LLM Systems & RAGs: Choose the Best LLM Using Automatic Metrics on Your Dataset

Learn how to effectively evaluate new Large Language Models (LLMs) using automated metrics on custom datasets. Learn the best practices for choosing the right LLM for your specific project and see how they perform on various tasks. Follow me on X:   / venelin_valkov   AI Bootcamp: https://www.mlexpert.io/bootcamp Discord:   / discord   Subscribe: http://bit.ly/venelin-subscribe GitHub repository: https://github.com/curiousily/AI-Boot... 👍 Don't Forget to Like, Comment, and Subscribe for More Tutorials! 00:00 - Intro 00:41 - Text tutorial on MLExpert.io 01:10 - LLM evaluation approaches 05:36 - Available tools & metrics 08:04 - Evaluation process 08:55 - Google Colab setup 09:49 - Dataset 11:25 - Generate model predictions 12:50 - Naive evaluation 14:55 - Use AI to evaluate AI 19:00 - Evaluation report 21:14 - Conclusion Join this channel to get access to the perks and support my work:    / @venelin_valkov   #rag #llama3 #llm #langchain #python #artificialintelligence