Practice What Are Foundation Models? (15.1) - Modern Topics – LLMs & Foundation Models
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What are Foundation Models?

Practice - What are Foundation Models?

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Practice Questions

Test your understanding with targeted questions

Question 1 Easy

Define foundation models in one sentence.

💡 Hint: Think of them as a building block for AI.

Question 2 Easy

What is one key characteristic of foundation models?

💡 Hint: Consider the data they learn from.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

Which of the following best defines foundation models?

Models serving one task
Large-scale pre-trained models that serve as a base for multiple tasks
Models only used for text generation

💡 Hint: Think about their purpose in AI.

Question 2

True or False: Foundation models can only be trained on textual data.

True
False

💡 Hint: Consider the types of data these models use.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Evaluate the implications of using foundation models trained on biased datasets. What risks does this pose?

💡 Hint: Reflect on examples of biases you've heard about in AI.

Challenge 2 Hard

Propose how one might improve the adaptability of a foundation model for a new language task.

💡 Hint: Think about the diversity of languages and their unique features.

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Reference links

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