course/pr_1114/en/chapter11/7.md

# Exam Time!

It's time to put your knowledge to the test! We've prepared a short quiz for you to test your understanding of the concepts covered in this chapter.

To take the quiz, you will need to follow these steps:

1. Sign in to your Hugging Face account.
2. Answer the questions in the quiz.
3. Submit your answers.


## Multiple Choice Quiz

In this quiz, you will be asked to select the correct answer from a list of options. We'll test you on the fundamentals of supervised finetuning.

<iframe
	src="https://nlp-course-supervised-finetuning-quiz.hf.space"
	frameborder="0"
	width="850"
	height="450"
></iframe>


## Code Quiz

In this quiz, you will be asked to write code to complete a task. We'll test you on the code you've studied in the course from libraries like `datasets`, `transformers`, `peft`, and `TRL`.

<iframe
	src="https://nlp-course-sft-code-quiz.hf.space"
	frameborder="0"
	width="850"
	height="450"
></iframe>

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