Improve model card: Add pipeline tag, paper/code links, and usage example

#1
by nielsr HF Staff - opened

This PR significantly improves the model card for finerweb-binary-classifier-mdeberta-gemma3 by:

  • Adding the pipeline_tag: text-classification to the metadata, enabling easier discovery on the Hub and activating the inference widget.
  • Expanding the tags to include text-classification, named-entity-recognition, and deberta-v2 for better categorization.
  • Adding a direct link to the paper FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition.
  • Providing a link to the associated GitHub code repository: https://github.com/whoisjones/FiNERweb-code.
  • Including a link to the Hugging Face Collection for the project: https://huggingface.co/collections/whoisjones/finerweb.
  • Populating the "Model description", "Intended uses & limitations", and "Training and evaluation data" sections with detailed information from the paper abstract and GitHub README.
  • Including a detailed Python sample usage snippet directly from the GitHub repository, demonstrating how to load and use the model with transformers.
  • Adding the BibTeX citation for the paper.

Please review and merge if everything looks good.

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