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yiyanghkust
/
finbert-esg

Text Classification
Transformers
PyTorch
English
bert
financial-text-analysis
esg
environmental-social-corporate-governance
Model card Files Files and versions
xet
Community
5

Instructions to use yiyanghkust/finbert-esg with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use yiyanghkust/finbert-esg with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="yiyanghkust/finbert-esg")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("yiyanghkust/finbert-esg")
    model = AutoModelForSequenceClassification.from_pretrained("yiyanghkust/finbert-esg", device_map="auto")
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
finbert-esg
439 MB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 8 commits
yiyanghkust's picture
yiyanghkust
Update README.md
f79fefa almost 4 years ago
  • .gitattributes
    1.17 kB
    initial commit over 4 years ago
  • README.md
    1.52 kB
    Update README.md almost 4 years ago
  • config.json
    781 Bytes
    first commit over 4 years ago
  • pytorch_model.bin
    439 MB
    xet
    first commit over 4 years ago
  • training_args.bin
    2.16 kB
    xet
    first commit over 4 years ago
  • vocab.txt
    226 kB
    first commit over 4 years ago