Buckets:
| # End-of-chapter quiz[[end-of-chapter-quiz]] | |
| Let's test what you learned in this chapter! | |
| ### 1. What are models on the Hub limited to? | |
| ### 2. How can you manage models on the Hub? | |
| git-lfs for large files.", | |
| correct: true | |
| } | |
| ]} | |
| /> | |
| ### 3. What can you do using the Hugging Face Hub web interface? | |
| ### 4. What is a model card? | |
| ### 5. Which of these objects of the ๐ค Transformers library can be directly shared on the Hub with `push_to_hub()`? | |
| {#if fw === 'pt'} | |
| push_to_hub 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 push_to_hub 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 push_to_hub 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 โ the Trainer also implements the push_to_hub 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 | |
| } | |
| ]} | |
| /> | |
| {:else} | |
| push_to_hub 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 push_to_hub 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 push_to_hub 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 โ the PushToHubCallback will regularly send all of those objects to a repo during training.", | |
| correct: true | |
| } | |
| ]} | |
| /> | |
| {/if} | |
| ### 6. What is the first step when using the `push_to_hub()` method or the CLI tools? | |
| ### 7. You're using a model and a tokenizer โ how can you upload them to the Hub? | |
| huggingface_hub utility.", | |
| explain: "Models and tokenizers already benefit from huggingface_hub utilities: no need for additional wrapping!" | |
| }, | |
| { | |
| text: "By saving them to disk and calling transformers-cli upload-model", | |
| explain: "The command upload-model does not exist." | |
| } | |
| ]} | |
| /> | |
| ### 8. Which git operations can you do with the `Repository` class? | |
| git_commit() method is there for that.", | |
| correct: true | |
| }, | |
| { | |
| text: "A pull", | |
| explain: "That is the purpose of the git_pull() method.", | |
| correct: true | |
| }, | |
| { | |
| text: "A push", | |
| explain: "The method git_push() does this.", | |
| correct: true | |
| }, | |
| { | |
| text: "A merge", | |
| explain: "No, that operation will never be possible with this API." | |
| } | |
| ]} | |
| /> | |
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