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gmsarti
/
setfit-ethos-multilabel-example

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

Instructions to use gmsarti/setfit-ethos-multilabel-example with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use gmsarti/setfit-ethos-multilabel-example with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("gmsarti/setfit-ethos-multilabel-example")
    
    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 gmsarti/setfit-ethos-multilabel-example with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModelForMultimodalLM
    
    tokenizer = AutoTokenizer.from_pretrained("gmsarti/setfit-ethos-multilabel-example")
    model = AutoModelForMultimodalLM.from_pretrained("gmsarti/setfit-ethos-multilabel-example")
  • Notebooks
  • Google Colab
  • Kaggle
setfit-ethos-multilabel-example / 1_Pooling
190 Bytes
Ctrl+K
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  • 2 contributors
History: 1 commit
fernando-n2vec's picture
fernando-n2vec
Add SetFit model
fc2331b over 3 years ago
  • config.json
    190 Bytes
    Add SetFit model over 3 years ago