Keras version and Formatting issue in `MultipleChoice Task with Transfer Learning` example

[awsaf49]

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Issue Type

Bug

Source

source

Keras Version

Keras 3

Custom Code

Yes

OS Platform and Distribution

No response

Python version

No response

GPU model and memory

No response

Current Behavior?

1. Keras Version Issue: I created this example (PR: https://github.com/keras-team/keras-core/pull/884) for backend-agnostic Keras V3 but on the keras.io website it shows this example is for Keras V2.

2. Formatting Issues:

a) While creating this example, I wasn't aware that keras.io doesn't render latex equations. So there is some unformatted text in the example.

b) Even though in colab keras.utils.plot_model(model, show_shapes=True) showed a correctly formatted image, but in example webpage, the output image is too big and overflows the webpage.

c) Hyperlink is incorrectly formatted in the reference,

Standalone code to reproduce the issue or tutorial link

All of the issues can be verified from the webpage of the example: https://keras.io/examples/nlp/multiple_choice_task_with_transfer_learning/

Relevant log output

No response