:memo: Evaluating Models - Model Cards & Fine-Tuning Worksheet

Welcome to the Concept 07: Evaluating Models - Model Cards & Fine-Tuning exercise!

What you'll learn

In this hands-on activity, you will:

• Create and analyze model cards for AI models
• Understand the fine-tuning process and its applications
• Apply evaluation techniques to real-world scenarios
• Test AI models in different practical situations

⏱️ Time Estimates

• Activity One: Model Cards - 20 minutes
• Activity 2: Fine-Tuning - 25 minutes
• Activity 3: Practical Application - 30 minutes
• Activity 4: Testing Different Scenarios - 25 minutes
• Total time: Approximately 1 hour 40 minutes

:white_check_mark: Instructions

Step-by-Step Guide

1. Access the Worksheet Documents :emoji:️

   • Activity One: Model Cards
   • Activity 2: Fine-Tuning
   • Activity 3: Practical Application
   • Activity 4: Testing Different Scenarios

2. Make a copy of each document

   • Click on each link above
   • Go to File -> Make a copy
   • Rename your copy with your name

3. Complete all activities in order

   • Start with Activity 1 and work through to Activity 4
   • Answer all questions in your copied documents
   • Save your work regularly

4. Submit your completed work

   • Ensure all four activities are complete
   • Review your answers before submission
   • Submit through the form below

:bulb: Pro Tips for Success:

• Read each question carefully before answering
• For model cards, think about who will use the model and what they need to know
• When working on fine-tuning exercises, consider the specific use case
• Save your work frequently to avoid losing progress

:emoji: Submission

:warning: Warning Important: You must complete ALL four activities before submitting. Incomplete submissions will not be accepted.

:link: Access the Submission Form Here

:information_source: Submission Checklist:

• Completed Activity One: Model Cards
• Completed Activity 2: Fine-Tuning
• Completed Activity 3: Practical Application
• Completed Activity 4: Testing Different Scenarios
• Reviewed all answers
• Submitted through the Google Form

:hammer_and_wrench: Troubleshooting

Can't access the documents?

• Make sure you're logged into your Google account
• Try refreshing the page
• Contact your instructor if issues persist

Having trouble making a copy?

• Ensure you have sufficient Google Drive storage
• Try using a different browser
• Clear your browser cache if needed

Form not submitting?

• Check your internet connection
• Make sure all required fields are completed
• Try submitting from a different browser or device