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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is the first step in training LLMs?
💡 Hint: It involves gathering information.
Question 2
Easy
What is tokenization?
💡 Hint: Think of it as dividing a whole into pieces.
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 is the primary purpose of data collection in LLM training?
- To generate responses
- To gather a variety of text sources
- To evaluate model performance
💡 Hint: Think about where the model gets its training material.
Question 2
True or False: Tokenization involves using whole sentences for training.
- True
- False
💡 Hint: Consider the definition of tokenization.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Discuss the effects of poor tokenization choices on LLM performance.
💡 Hint: Consider how misunderstanding language structures could affect predictions.
Question 2
Analyze the implications of using biased datasets during the data collection phase in model training.
💡 Hint: Reflect on real-world consequences when machine learning models are trained on unrepresentative data.
Challenge and get performance evaluation