Practice Modern Topics – LLMs & Foundation Models - 15 | 15. Modern Topics – LLMs & Foundation Models | Advance Machine Learning
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15 - Modern Topics – LLMs & Foundation Models

Learning

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is a foundation model?

💡 Hint: Think about what a foundation does for a building.

Question 2

Easy

Name an example of a large language model.

💡 Hint: Remember, they are all from different companies.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

What defines a foundation model?

  • A model that can only perform one task.
  • A large-scale pre-trained model for multiple tasks.
  • An outdated method of model training.

💡 Hint: Think about the role of foundations in buildings.

Question 2

True or False: LLMs are primarily trained on images.

  • True
  • False

💡 Hint: Consider the name 'Language Models'.

Solve and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Analyze a case where an LLM could provide biased outcomes. Discuss how to mitigate such issues.

💡 Hint: Consider examples and applications where bias can surface.

Question 2

Discuss the environmental impact of training large models and propose solutions to minimize it.

💡 Hint: Think about how changes in data processing can reduce carbon footprints.

Challenge and get performance evaluation