Complete Guide to Evaluating Large Language Models (LLMs)

[kingers]

Complete Guide to Evaluating Large Language Models (LLMs)
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 7h 56m | 1.32 GB
Instructor: Sinan Ozdemir

In this comprehensive course, AI and LLM expert Sinan Ozdemir shares with you the knowledge and skills to assess LLM performance effectively. Get a detailed introduction to the process of evaluating LLMs, Multimodal AI, and AI-powered applications like agents and RAG. Learn how to thoroughly assess and evaluate these powerful and often unwieldy AI tools so you can make sure they meet your real-world needs. This course prepares you to evaluate and optimize LLMs so you can produce cutting edge AI applications.

Learning objectives

• 
  
• Distinguish between generative and understanding tasks.
  
• Apply key metrics for common tasks.
  
• Evaluate multiple-choice tasks.
  
• Evaluate free text response tasks.
  
• Evaluate embedding tasks.
  
• Evaluate classification tasks.
  
• Build an LLM classifier with BERT and ChatGPT.
  
• Evaluate LLMs with benchmarks.
  
• Probe LLMs.
  
• Fine-tune LLMs.
  
• Evaluate and clean data.
  
• Evaluate AI agents.
  
• Evaluate retrieval-augmented generation (RAG) systems.
  
• Evaluate a recommendation engine.
  
• Use evaluation to combat AI drift.
  

Homepage

DDownload

https://ddownload.com/apc8f8opja3h/yxusj.Evaluating.Large.Language.Models.LLMs.part1.rar
https://ddownload.com/60sbjyn1j5bz/yxusj.Evaluating.Large.Language.Models.LLMs.part2.rar
https://ddownload.com/qf7w9kp4zzfa/yxusj.Evaluating.Large.Language.Models.LLMs.part3.rar

RapidGator

https://rapidgator.net/file/3075d0916d1ac08b240b47ea6ac0852b/yxusj.Evaluating.Large.Language.Models.LLMs.part1.rar
https://rapidgator.net/file/50209994fbb6826f79c5a292332244a8/yxusj.Evaluating.Large.Language.Models.LLMs.part2.rar
https://rapidgator.net/file/a7bf548c216ba6c3928437ac182e8c69/yxusj.Evaluating.Large.Language.Models.LLMs.part3.rar

NitroFlare

https://nitroflare.com/view/59FA574C4495CCF/yxusj.Evaluating.Large.Language.Models.LLMs.part1.rar
https://nitroflare.com/view/A14416E0929800A/yxusj.Evaluating.Large.Language.Models.LLMs.part2.rar
https://nitroflare.com/view/C8B3D0E5A2E9959/yxusj.Evaluating.Large.Language.Models.LLMs.part3.rar