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babblebots
/
initial-model-v3

Text Classification
sentence-transformers
PyTorch
setfit
mpnet
text-embeddings-inference
Model card Files Files and versions
xet
Community
2

Instructions to use babblebots/initial-model-v3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use babblebots/initial-model-v3 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("babblebots/initial-model-v3")
    
    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 babblebots/initial-model-v3 with setfit:

    from setfit import SetFitModel
    
    model = SetFitModel.from_pretrained("babblebots/initial-model-v3")
  • Notebooks
  • Google Colab
  • Kaggle
initial-model-v3
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  • 1 contributor
History: 2 commits
ishan's picture
ishan
Add SetFit model (#1)
8437041 almost 3 years ago
  • 1_Pooling
    Add SetFit model (#1) almost 3 years ago
  • .gitattributes
    1.52 kB
    initial commit almost 3 years ago
  • README.md
    1.66 kB
    Add SetFit model (#1) almost 3 years ago
  • config.json
    630 Bytes
    Add SetFit model (#1) almost 3 years ago
  • config_sentence_transformers.json
    122 Bytes
    Add SetFit model (#1) almost 3 years ago
  • model_head.pkl

    Detected Pickle imports (4)

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

    How to fix it?

    19.3 kB
    xet
    Add SetFit model (#1) almost 3 years ago
  • modules.json
    229 Bytes
    Add SetFit model (#1) almost 3 years ago
  • pytorch_model.bin

    Detected Pickle imports (4)

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

    What is a pickle import?

    438 MB
    xet
    Add SetFit model (#1) almost 3 years ago
  • sentence_bert_config.json
    53 Bytes
    Add SetFit model (#1) almost 3 years ago
  • special_tokens_map.json
    280 Bytes
    Add SetFit model (#1) almost 3 years ago
  • tokenizer.json
    712 kB
    Add SetFit model (#1) almost 3 years ago
  • tokenizer_config.json
    1.39 kB
    Add SetFit model (#1) almost 3 years ago
  • vocab.txt
    232 kB
    Add SetFit model (#1) almost 3 years ago