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Add tutorial doc for TF + TPU (#21429)

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* Add tutorial doc for TF + TPU

* Fix all those extra asterisks in the markdown

* Use the actual Tip formatting

* Remove unnecessary spaces

* Reformat checklist

* Fix checklist and reformat tips slightly

* Update docs/source/en/perf_train_tpu_tf.mdx

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update docs/source/en/perf_train_tpu_tf.mdx

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update docs/source/en/perf_train_tpu_tf.mdx

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Update docs/source/en/perf_train_tpu_tf.mdx

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Add link to TPU notebook in the notebooks list

* Add links to the TPU notebook in the tutorial doc

* Make the markdown table a bit less wild

* Fix notebook link

* More notebook links

* More fixes to wild tables

---------

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
This commit is contained in:
Matt
2023-02-03 19:07:42 +00:00
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notebooks/README.md
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@@ -124,6 +124,11 @@ You can open any page of the documentation as a notebook in Colab (there is a bu
|:----------|:-------------|:-------------|------:|
| [How to fine-tune a pre-trained protein model](https://github.com/huggingface/notebooks/blob/main/examples/protein_language_modeling-tf.ipynb) | See how to tokenize proteins and fine-tune a large pre-trained protein "language" model | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/protein_language_modeling-tf.ipynb) | [![Open in AWS Studio](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/huggingface/notebooks/blob/main/examples/protein_language_modeling-tf.ipynb) |
#### Utility notebooks[[tensorflow-utility]]
| Notebook | Description | | |
|:----------|:-------------|:-------------|------:|
| [How to train TF/Keras models on TPU](https://github.com/huggingface/notebooks/blob/main/examples/tpu_training-tf.ipynb) | See how to train at high speed on Google's TPU hardware | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/tpu_training-tf.ipynb) | [![Open in AWS Studio](https://studiolab.sagemaker.aws/studiolab.svg)](https://studiolab.sagemaker.aws/import/github/huggingface/notebooks/blob/main/examples/tpu_training-tf.ipynb) |
### Optimum notebooks