Update notebook

[bebechien]

fix notebook to use login() for HF and Kaggle

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Summary of Changes

Hello @bebechien, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request refines the user experience across several Jupyter notebooks by standardizing the authentication methods for external platforms like Hugging Face and Kaggle. The changes primarily involve migrating from explicit credential handling to using dedicated login() functions provided by the respective libraries, which simplifies the setup process for users. Additionally, minor structural and metadata adjustments were made to the notebooks for better consistency.

Highlights

• Simplified Authentication: Updated multiple notebooks to use the login() function for both Hugging Face and Kaggle, replacing manual environment variable setup or google.colab.userdata calls for a more streamlined authentication experience.
• Notebook Metadata Cleanup: Removed redundant id fields from cell metadata in huggingface_text_finetune_qlora.ipynb and added "provenance": [] to the colab metadata in several notebooks, improving consistency and potentially reducing noise.
• Improved User Guidance: Adjusted instructional text in notebooks to reflect the new login() method for accessing models and setting up Kaggle credentials, making the documentation clearer for users.

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Code Review

This pull request updates several Jupyter notebooks to improve the authentication process for Hugging Face and Kaggle. The changes replace explicit retrieval of API tokens from google.colab.userdata with direct calls to huggingface_hub.login() and kagglehub.login(). This streamlines the login experience, making the notebooks more user-friendly and robust by utilizing the libraries' native authentication flows. Additionally, minor metadata updates and text formatting adjustments were made across the notebooks, contributing to overall code cleanliness and consistency.

[markmcd]

FWIW, if .login() etc has any interactivity, then they still won't work with the automated importer, which still still try to run them, but this seems like a net improvement anyway.