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Etelis
/
IMDB_fewshot

Sentence Similarity
sentence-transformers
PyTorch
Transformers
mpnet
feature-extraction
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

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

  • Libraries
  • sentence-transformers

    How to use Etelis/IMDB_fewshot with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Etelis/IMDB_fewshot")
    
    sentences = [
        "That is a happy person",
        "That is a happy dog",
        "That is a very happy person",
        "Today is a sunny day"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Transformers

    How to use Etelis/IMDB_fewshot with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("Etelis/IMDB_fewshot")
    model = AutoModel.from_pretrained("Etelis/IMDB_fewshot")
  • Notebooks
  • Google Colab
  • Kaggle
IMDB_fewshot
439 MB
Ctrl+K
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  • 2 contributors
History: 2 commits
3v324v23's picture
3v324v23
Add SetFit model
976e239 over 3 years ago
  • 1_Pooling
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  • .gitattributes
    1.48 kB
    initial commit over 3 years ago
  • README.md
    3.7 kB
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  • config.json
    662 Bytes
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  • config_sentence_transformers.json
    122 Bytes
    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?

    7.12 kB
    xet
    Add SetFit model over 3 years ago
  • modules.json
    229 Bytes
    Add SetFit model over 3 years ago
  • pytorch_model.bin
    438 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
    280 Bytes
    Add SetFit model over 3 years ago
  • tokenizer.json
    712 kB
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  • tokenizer_config.json
    1.5 kB
    Add SetFit model over 3 years ago
  • vocab.txt
    232 kB
    Add SetFit model over 3 years ago