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cassador
/
indobert-embeddings

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

Instructions to use cassador/indobert-embeddings with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use cassador/indobert-embeddings with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("cassador/indobert-embeddings")
    
    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]
  • Transformers

    How to use cassador/indobert-embeddings with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("cassador/indobert-embeddings")
    model = AutoModel.from_pretrained("cassador/indobert-embeddings")
  • Notebooks
  • Google Colab
  • Kaggle
indobert-embeddings / eval
2.06 kB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
cassador's picture
cassador
First commit
c83926e verified about 2 years ago
  • similarity_evaluation_sts-dev_results.csv
    2.06 kB
    First commit about 2 years ago