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Update Chapter 4 "End-of-chapter quiz" #651

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46 changes: 23 additions & 23 deletions chapters/en/chapter4/6.mdx
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Original file line number Diff line number Diff line change
Expand Up @@ -25,7 +25,7 @@ Let's test what you learned in this chapter!
},
{
text: "There are no limits.",
explain: "Right! There are no limits when uploading models to the Hub.",
explain: "There are no limits when uploading models to the Hub.",
correct: true
},
{
Expand All @@ -41,15 +41,15 @@ Let's test what you learned in this chapter!
choices={[
{
text: "Through a GCP account.",
explain: "Incorrect!"
explain: "While this can work for sending directly, the HuggingFace Hub uses git and git-lfs."
},
{
text: "Through peer-to-peer distribution.",
explain: "Incorrect!"
explain: "While this can work for sending directly, the HuggingFace Hub uses git and git-lfs."
},
{
text: "Through git and git-lfs.",
explain: "Correct! Models on the Hub are simple Git repositories, leveraging <code>git-lfs</code> for large files.",
explain: "Models on the Hub are simple Git repositories, leveraging <code>git-lfs</code> for large files.",
correct: true
}
]}
Expand All @@ -65,22 +65,22 @@ Let's test what you learned in this chapter!
},
{
text: "Create a new model repository.",
explain: "Correct! That's not all you can do, though.",
explain: "That's not all you can do, though.",
correct: true
},
{
text: "Manage and edit files.",
explain: "Correct! That's not the only right answer, though.",
explain: "That's not the only right answer, though.",
correct: true
},
{
text: "Upload files.",
explain: "Right! But that's not all.",
explain: "But that's not all.",
correct: true
},
{
text: "See diffs across versions.",
explain: "Correct! That's not all you can do, though.",
explain: "That's not all you can do, though.",
correct: true
}
]}
Expand All @@ -91,12 +91,12 @@ Let's test what you learned in this chapter!
<Question
choices={[
{
text: "A rough description of the model, therefore less important than the model and tokenizer files.",
text: "A rough description of the model, therefore less important for sharing than the model and tokenizer files.",
explain: "It is indeed a description of the model, but it's an important piece: if it's incomplete or absent the model's utility is drastically reduced."
},
{
text: "A way to ensure reproducibility, reusability, and fairness.",
explain: "Correct! Sharing the right information in the model card will help users leverage your model and be aware of its limits and biases. ",
explain: "Sharing the right information in the model card will help users leverage your model and be aware of its limits and biases. ",
correct: true
},
{
Expand All @@ -113,22 +113,22 @@ Let's test what you learned in this chapter!
choices={[
{
text: "A tokenizer",
explain: "Correct! All tokenizers have the <code>push_to_hub</code> method, and using it will push all the tokenizer files (vocabulary, architecture of the tokenizer, etc.) to a given repo. That's not the only right answer, though!",
explain: "All tokenizers have the <code>push_to_hub</code> method, and using it will push all the tokenizer files (vocabulary, architecture of the tokenizer, etc.) to a given repo. That's not the only right answer, though!",
correct: true
},
{
text: "A model configuration",
explain: "Right! All model configurations have the <code>push_to_hub</code> method, and using it will push them to a given repo. What else can you share?",
explain: "All model configurations have the <code>push_to_hub</code> method, and using it will push them to a given repo. What else can you share?",
correct: true
},
{
text: "A model",
explain: "Correct! All models have the <code>push_to_hub</code> method, and using it will push them and their configuration files to a given repo. That's not all you can share, though.",
explain: "All models have the <code>push_to_hub</code> method, and using it will push them and their configuration files to a given repo. That's not all you can share, though.",
correct: true
},
{
text: "A Trainer",
explain: "That's right — the <code>Trainer</code> also implements the <code>push_to_hub</code> method, and using it will upload the model, its configuration, the tokenizer, and a model card draft to a given repo. Try another answer!",
explain: "The <code>Trainer</code> also implements the <code>push_to_hub</code> method, and using it will upload the model, its configuration, the tokenizer, and a model card draft to a given repo. Try another answer!",
correct: true
}
]}
Expand All @@ -138,22 +138,22 @@ Let's test what you learned in this chapter!
choices={[
{
text: "A tokenizer",
explain: "Correct! All tokenizers have the <code>push_to_hub</code> method, and using it will push all the tokenizer files (vocabulary, architecture of the tokenizer, etc.) to a given repo. That's not the only right answer, though!",
explain: "All tokenizers have the <code>push_to_hub</code> method, and using it will push all the tokenizer files (vocabulary, architecture of the tokenizer, etc.) to a given repo. That's not the only right answer, though!",
correct: true
},
{
text: "A model configuration",
explain: "Right! All model configurations have the <code>push_to_hub</code> method, and using it will push them to a given repo. What else can you share?",
explain: "All model configurations have the <code>push_to_hub</code> method, and using it will push them to a given repo. What else can you share?",
correct: true
},
{
text: "A model",
explain: "Correct! All models have the <code>push_to_hub</code> method, and using it will push them and their configuration files to a given repo. That's not all you can share, though.",
explain: "All models have the <code>push_to_hub</code> method, and using it will push them and their configuration files to a given repo. That's not all you can share, though.",
correct: true
},
{
text: "All of the above with a dedicated callback",
explain: "That's right — the <code>PushToHubCallback</code> will regularly send all of those objects to a repo during training.",
explain: "The <code>PushToHubCallback</code> will regularly send all of those objects to a repo during training.",
correct: true
}
]}
Expand All @@ -170,12 +170,12 @@ Let's test what you learned in this chapter!
},
{
text: "Run 'huggingface-cli login' in a terminal.",
explain: "Correct — this will download and cache your personal token.",
explain: "This will download and cache your personal token.",
correct: true
},
{
text: "Run 'notebook_login()' in a notebook.",
explain: "Correct — this will display a widget to let you authenticate.",
explain: "This will display a widget to let you authenticate.",
correct: true
},
]}
Expand All @@ -186,8 +186,8 @@ Let's test what you learned in this chapter!
<Question
choices={[
{
text: "By calling the push_to_hub method directly on the model and the tokenizer.",
explain: "Correct!",
text: "By calling the `push_to_hub` method directly on the model and the tokenizer.",
explain: "The `push_to_hub` method can be included whent the model or tokenizer is initialized.",
correct: true
},
{
Expand All @@ -207,7 +207,7 @@ Let's test what you learned in this chapter!
choices={[
{
text: "A commit.",
explain: "Correct, the <code>git_commit()</code> method is there for that.",
explain: "The <code>git_commit()</code> method is there for that.",
correct: true
},
{
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