[VLM] Update the notebook to reflect the latest version of the dataset (that we are going to freeze) (#2406)

* notebook WIP

* Update the notebook to reflect the latest version of the dataset

* update

* update

* [Automated Commit] Format Codebase

* empty commit

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Author: wangshangsam