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gayatrividhate
/
sentiment_analysis_SetFit

Text Classification
sentence-transformers
PyTorch
setfit
albert
Model card Files Files and versions
xet
Community
1

Instructions to use gayatrividhate/sentiment_analysis_SetFit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use gayatrividhate/sentiment_analysis_SetFit with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("gayatrividhate/sentiment_analysis_SetFit")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • setfit

    How to use gayatrividhate/sentiment_analysis_SetFit with setfit:

    from setfit import SetFitModel
    
    model = SetFitModel.from_pretrained("gayatrividhate/sentiment_analysis_SetFit")
  • Notebooks
  • Google Colab
  • Kaggle
sentiment_analysis_SetFit
49.8 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 4 commits
gayatrividhate's picture
gayatrividhate
Update config.json
d1dc11e over 3 years ago
  • 1_Pooling
    Add SetFit model over 3 years ago
  • .gitattributes
    1.48 kB
    initial commit over 3 years ago
  • README.md
    1.54 kB
    Add SetFit model over 3 years ago
  • config.json
    1.07 kB
    Update config.json over 3 years ago
  • config_sentence_transformers.json
    122 Bytes
    Add SetFit model over 3 years ago
  • model_head.pkl

    Detected Pickle imports (4)

    • "sklearn.linear_model._logistic.LogisticRegression",
    • "joblib.numpy_pickle.NumpyArrayWrapper",
    • "numpy.ndarray",
    • "numpy.dtype"

    How to fix it?

    10.1 kB
    xet
    Add SetFit model over 3 years ago
  • modules.json
    229 Bytes
    Add SetFit model over 3 years ago
  • pytorch_model.bin

    Detected Pickle imports (4)

    • "torch._utils._rebuild_tensor_v2",
    • "torch.FloatStorage",
    • "collections.OrderedDict",
    • "torch.LongStorage"

    What is a pickle import?

    46.7 MB
    xet
    Add SetFit model over 3 years ago
  • sentence_bert_config.json
    53 Bytes
    Add SetFit model over 3 years ago
  • special_tokens_map.json
    286 Bytes
    Add SetFit model over 3 years ago
  • spiece.model
    760 kB
    xet
    Add SetFit model over 3 years ago
  • tokenizer.json
    2.27 MB
    Add SetFit model over 3 years ago
  • tokenizer_config.json
    609 Bytes
    Add SetFit model over 3 years ago