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fathyshalab
/
massive_social-roberta-large-v1-1

Text Classification
sentence-transformers
PyTorch
setfit
roberta
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

Instructions to use fathyshalab/massive_social-roberta-large-v1-1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use fathyshalab/massive_social-roberta-large-v1-1 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("fathyshalab/massive_social-roberta-large-v1-1")
    
    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 fathyshalab/massive_social-roberta-large-v1-1 with setfit:

    from setfit import SetFitModel
    
    model = SetFitModel.from_pretrained("fathyshalab/massive_social-roberta-large-v1-1")
  • Notebooks
  • Google Colab
  • Kaggle
massive_social-roberta-large-v1-1
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  • 1 contributor
History: 4 commits
fathyshalab's picture
fathyshalab
Add SetFit model
fd552b0 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
    1.58 kB
    Add SetFit model over 3 years ago
  • config.json
    780 Bytes
    Add SetFit model over 3 years ago
  • config_sentence_transformers.json
    116 Bytes
    Add SetFit model over 3 years ago
  • merges.txt
    456 kB
    Add SetFit model over 3 years ago
  • model_head.pkl

    Detected Pickle imports (4)

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

    How to fix it?

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

    Detected Pickle imports (4)

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

    What is a pickle import?

    1.42 GB
    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
    280 Bytes
    Add SetFit model over 3 years ago
  • tokenizer.json
    2.11 MB
    Add SetFit model over 3 years ago
  • tokenizer_config.json
    458 Bytes
    Add SetFit model over 3 years ago
  • vocab.json
    798 kB
    Add SetFit model over 3 years ago