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jimnoneill
/
paper-to-field

Text Classification
Transformers
Safetensors
English
electra
biomedical
topic-classification
openalex
scientific-papers
Model card Files Files and versions
xet
Community

Instructions to use jimnoneill/paper-to-field with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use jimnoneill/paper-to-field with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="jimnoneill/paper-to-field")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("jimnoneill/paper-to-field")
    model = AutoModelForSequenceClassification.from_pretrained("jimnoneill/paper-to-field")
  • Notebooks
  • Google Colab
  • Kaggle
paper-to-field
1.35 GB
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  • 1 contributor
History: 10 commits
jimnoneill's picture
jimnoneill
Upload model card
3ee6292 verified 3 months ago
  • .gitattributes
    1.52 kB
    initial commit 3 months ago
  • README.md
    2.58 kB
    Upload model card 3 months ago
  • config.json
    2.45 kB
    Upload fine-tuned paper-to-field transformer model 3 months ago
  • evaluation_results.json
    602 Bytes
    Upload evaluation results 3 months ago
  • label_mappings.json
    893 Bytes
    Upload label mappings 3 months ago
  • model.safetensors
    1.33 GB
    xet
    Upload fine-tuned paper-to-field transformer model 3 months ago
  • modules.json
    278 Bytes
    Upload fine-tuned paper-to-field static model 3 months ago
  • special_tokens_map.json
    125 Bytes
    Upload fine-tuned paper-to-field transformer model 3 months ago
  • tokenizer.json
    679 kB
    Upload fine-tuned paper-to-field transformer model 3 months ago
  • tokenizer_config.json
    1.3 kB
    Upload fine-tuned paper-to-field transformer model 3 months ago
  • topic_embeddings.npy
    18.5 MB
    xet
    Upload topic embeddings 3 months ago
  • training_args.bin
    5.97 kB
    xet
    Upload fine-tuned paper-to-field transformer model 3 months ago
  • vocab.txt
    225 kB
    Upload fine-tuned paper-to-field transformer model 3 months ago