Rewrite the KerasHub Getting Started Guide #1961
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I had to pin nightly a few days book, look like there was some issue with ResNet on the latest version. This also needs a change to Keras that will not yet be on nightly until tonight
mattdangerw
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fchollet and
pcoet
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Hi Matt!! The resizing has been added back and the new presets have been updated. So is the nightly working fine for you? |
divyashreepathihalli
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Oct 18, 2024
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divyashreepathihalli
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Thanks Matt! left a few NIT comments.
| This is just scratching the surface of what you can do with the KerasHub. | ||
| This guide shows a few of the high-level tasks that we ship with the KerasHub library, | ||
| but there are many tasks we did not cover here. Try [generating images with Stable |
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we can maybe link to this page too here to point to the full list of models to try out - https://keras.io/api/keras_hub/models/
| keras.mixed_precision.set_global_policy("mixed_float16") | ||
| 1. Go to the [Gemma 2](https://www.kaggle.com/models/keras/gemma2) model page, and accept | ||
| the license at the banner at the top. | ||
| 2. Generate an Kaggle API key by going to [Kaggle settings](https://www.kaggle.com/settings) |
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NIT: a Kaggle
| and clicking "Create New Token" button under the "API" section. | ||
| 3. Inside your colab notebook, click on the key icon on the left hand toolbar. Add two | ||
| secrets: `KAGGLE_USERNAME` with your username, and `KAGGLE_KEY` with the API key you just | ||
| created. Make these secrets visible to the notebook you are running. |
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NIT: Provide access to these secrets in your notebook when prompted while running the Colab.
| KerasHub will use [tf.data](https://www.tensorflow.org/guide/data) as the default API for | ||
| running multi-threaded preprocessing on the CPU. `tf.data` is a powerful API for training | ||
| input pipelines that can scale up to complex, multi-host training jobs easily. Using it | ||
| does not restrict your choice of backend, a `tf.data.Dataset` can be as an iterator of |
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NIT: can be used as an iterator
fchollet
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Oct 20, 2024
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I had to pin nightly a few days book, look like there was some issue with ResNet on the latest version. This also needs a change to Keras that will not yet be on nightly until tonight