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StephanAkkerman
/
FinTwitBERT-sentiment

Text Classification
Transformers
Safetensors
English
bert
NLP
BERT
FinBERT
FinTwitBERT
sentiment
finance
financial-analysis
sentiment-analysis
financial-sentiment-analysis
twitter
tweets
tweet-analysis
stocks
stock-market
crypto
cryptocurrency
text-embeddings-inference
Model card Files Files and versions
xet
Community
3

Instructions to use StephanAkkerman/FinTwitBERT-sentiment with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use StephanAkkerman/FinTwitBERT-sentiment with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="StephanAkkerman/FinTwitBERT-sentiment")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("StephanAkkerman/FinTwitBERT-sentiment")
    model = AutoModelForSequenceClassification.from_pretrained("StephanAkkerman/FinTwitBERT-sentiment", device_map="auto")
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
FinTwitBERT-sentiment
440 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 17 commits
StephanAkkerman's picture
StephanAkkerman
Update README.md
da059da verified over 2 years ago
  • .gitattributes
    1.52 kB
    initial commit over 2 years ago
  • README.md
    3.98 kB
    Update README.md over 2 years ago
  • added_tokens.json
    39 Bytes
    Added latest model over 2 years ago
  • config.json
    857 Bytes
    Improved model over 2 years ago
  • model.safetensors
    439 MB
    xet
    Upload 8 files over 2 years ago
  • special_tokens_map.json
    695 Bytes
    Added latest model over 2 years ago
  • tokenizer.json
    713 kB
    Added latest model over 2 years ago
  • tokenizer_config.json
    1.8 kB
    Improved model over 2 years ago
  • training_args.bin
    4.54 kB
    xet
    Upload 8 files over 2 years ago
  • vocab.txt
    226 kB
    Added latest model over 2 years ago