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The Hugging Face course on Transformers

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Hello members of the Hugging Face team: While studying the Unigram tokenization section (i.e., chapter 06 section 7.mdx) of your NLP Course, I noticed some numerical and calculation errors, so...

Hello everyone, I just tried to use the search bar to look for something, but it didn't show anything. Then I tried to exit the search bar with _ESC_, but...

Regarding the two diagrams [in chapter1/4.mdx](https://github.com/huggingface/course/blob/0018bb434204d9750a03592cb0d4e846093218d8/chapters/en/chapter1/4.mdx#L87) that illustrate the differences between pre-training and fine-tuning (live [here](https://huggingface.co/learn/nlp-course/chapter1/4?fw=pt#transfer-learning)): ![pretraining.svg](https://github.com/huggingface/course/assets/1841652/485bea50-e943-47b3-bdda-efdba8e4eabe) ![finetuning.svg](https://github.com/huggingface/course/assets/1841652/1c448ad9-acd2-4d6c-a834-74b3f0d9008f) Perhaps the text "$$$ in compute" in the second diagram (finetuning.svg) should...

Fix Type in ko chapter1 9.mdx

update cache path

In Chapter 3, "Processing the data" section the link associated with the text: (see the general documentation [here](https://huggingface.co/docs/datasets/loading_datasets.html#from-the-huggingface-hub)) is broken.

In the End-of-chapter Quiz in Chapter 2, Question 2 reads as follows: **2. How many dimensions does the tensor output by the base Transformer model have, and what are they?**...

`Joy` should be translated into `喜悦`, instead of `乔伊`