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CrisisNarratives
/
setfit-8classes-multi_label

Text Classification
setfit
Safetensors
sentence-transformers
English
mpnet
generated_from_setfit_trainer
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use CrisisNarratives/setfit-8classes-multi_label with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • setfit

    How to use CrisisNarratives/setfit-8classes-multi_label with setfit:

    from setfit import SetFitModel
    
    model = SetFitModel.from_pretrained("CrisisNarratives/setfit-8classes-multi_label")
  • sentence-transformers

    How to use CrisisNarratives/setfit-8classes-multi_label with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("CrisisNarratives/setfit-8classes-multi_label")
    
    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]
  • Notebooks
  • Google Colab
  • Kaggle
setfit-8classes-multi_label
439 MB
Ctrl+K
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  • 2 contributors
History: 5 commits
Henniina's picture
Henniina
Update README.md
0a74db0 verified about 1 year ago
  • 1_Pooling
    Add SetFit model over 2 years ago
  • .gitattributes
    1.52 kB
    initial commit over 2 years ago
  • README.md
    3.6 kB
    Update README.md about 1 year ago
  • config.json
    672 Bytes
    Add SetFit model over 2 years ago
  • config_sentence_transformers.json
    122 Bytes
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  • config_setfit.json
    53 Bytes
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  • model.safetensors
    438 MB
    xet
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  • model_head.pkl
    53.4 kB
    xet
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  • modules.json
    229 Bytes
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  • sentence_bert_config.json
    53 Bytes
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  • special_tokens_map.json
    962 Bytes
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  • tokenizer.json
    712 kB
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  • tokenizer_config.json
    1.28 kB
    Add SetFit model over 2 years ago
  • vocab.txt
    232 kB
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