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rufimelo
/
Legal-BERTimbau-sts-base-ma-v2

Sentence Similarity
sentence-transformers
PyTorch
Safetensors
Transformers
Portuguese
bert
feature-extraction
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

Instructions to use rufimelo/Legal-BERTimbau-sts-base-ma-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use rufimelo/Legal-BERTimbau-sts-base-ma-v2 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("rufimelo/Legal-BERTimbau-sts-base-ma-v2")
    
    sentences = [
        "O advogado apresentou as provas ao juíz.",
        "O juíz leu as provas.",
        "O juíz leu o recurso.",
        "O juíz atirou uma pedra."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Transformers

    How to use rufimelo/Legal-BERTimbau-sts-base-ma-v2 with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("rufimelo/Legal-BERTimbau-sts-base-ma-v2")
    model = AutoModel.from_pretrained("rufimelo/Legal-BERTimbau-sts-base-ma-v2")
  • Notebooks
  • Google Colab
  • Kaggle
Legal-BERTimbau-sts-base-ma-v2 / eval
10.3 kB
Ctrl+K
Ctrl+K
  • 3 contributors
History: 1 commit
Rui Melo
initial commit
18ba4bf over 3 years ago
  • mse_evaluation_TED2020-en-pt-dev.tsv.gz_results.csv
    1.28 kB
    initial commit over 3 years ago
  • similarity_evaluation_STS.en-en.txt_results.csv
    8.05 kB
    initial commit over 3 years ago
  • translation_evaluation_TED2020-en-pt-dev.tsv.gz_results.csv
    963 Bytes
    initial commit over 3 years ago