Huggingface_ Backup

Duskfallcrew

Introduction

The Hugging Face Uploader Notebook is a tool designed to simplify uploading files to Hugging Face repositories. It enhances workflow efficiency, enabling easy sharing of models and data.

Architecture

The notebook integrates with the Hugging Face API to directly upload files, eliminating the need for traditional Git operations. It includes a user-friendly interface for selecting files, entering repository details, and managing uploads.

Training

This tool does not directly involve model training but facilitates the management of models and datasets by simplifying the upload process to Hugging Face repositories.

Guide: Running Locally

  1. Initial Setup:

    • Authenticate using notebook_login() to store your Hugging Face API token securely.
  2. Using the Uploader:

    • Enter your Hugging Face organization or username and repository name.
    • Select the directory containing your files.
    • Choose the files to upload and provide an optional commit message.
    • Decide whether to upload directly or create a pull request.
    • Start the upload process by clicking the "⬆️ Upload" button.
  3. Troubleshooting:

    • Ensure you have write access and the correct API token scope if issues arise.

Cloud GPUs

For enhanced performance, consider using cloud GPUs available through platforms like Google Colab, which can be accessed directly via the provided Colab link.

License

This tool is licensed under the CreativeML Open RAIL-M license, allowing for broad usage while respecting the community guidelines and ethical considerations associated with the license.

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