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fathyshalab
/
massive-roberta

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

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

  • Libraries
  • sentence-transformers

    How to use fathyshalab/massive-roberta with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("fathyshalab/massive-roberta")
    
    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-roberta with setfit:

    from setfit import SetFitModel
    
    model = SetFitModel.from_pretrained("fathyshalab/massive-roberta")
  • Notebooks
  • Google Colab
  • Kaggle
massive-roberta
1.43 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
fathyshalab's picture
fathyshalab
Add SetFit model
ef42c0f 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
    1.55 kB
    Add SetFit model over 3 years ago
  • config.json
    730 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
    493 kB
    xet
    Add SetFit model over 3 years ago
  • modules.json
    349 Bytes
    Add SetFit model over 3 years ago
  • pytorch_model.bin
    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
    408 Bytes
    Add SetFit model over 3 years ago
  • vocab.json
    798 kB
    Add SetFit model over 3 years ago