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Lecture 09 - Performance Evaluation of LLMs
General Information
Semester timeline
Grades
Lectures
Lecture 01 - Introduction
Lecture 02 - Charts
Lecture 03 - Common Mistakes & Metrics
Lecture 04 - Workloads
Lecture 05 - Summarising Measured Data
Lecture 06 - Comparing Systems
Lecture 07 - Regression models
Lecture 09 - Performance Evaluation of LLMs
Lecture 09 - EP BitQuiz
Lecture 10 - Experimental Design
Lecture 11 - Performance Evaluation on Windows (1)
Lecture 12 - Performance Evaluation on Windows (2)
Bonus Lecture - Startup Performance
Labs
Lab 01 - Plotting
Lab 02 - Advanced Plotting
Lab 03 - CPU Monitoring
Lab 04 - Memory Monitoring
Lab 05 - I/O Monitoring
Lab 06 - Network Monitoring
Lab 07 - Profiling
Lab 08 - TBD
Lab 09 - Machine Learning
Lab 10 - Machine Learning Optimization
Lab 11 - Portfolio Presentations
Lab 12 - Portfolio Presentations
Assignments
Assignment
dataset
Portfolio
Archived Labs
I/O Monitoring (Windows)
Memory, CPU and Network Monitoring (Windows)
ep/lectures/08.txt ยท Last modified: 2026/05/06 22:35 by emilian.radoi
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