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kev216
/
sentence-embedding-LaBSE

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

Instructions to use kev216/sentence-embedding-LaBSE with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use kev216/sentence-embedding-LaBSE with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("kev216/sentence-embedding-LaBSE")
    
    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 kev216/sentence-embedding-LaBSE with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("kev216/sentence-embedding-LaBSE")
    model = AutoModel.from_pretrained("kev216/sentence-embedding-LaBSE")
  • Notebooks
  • Google Colab
  • Kaggle
sentence-embedding-LaBSE
1.9 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
kev216's picture
kev216
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  • 1_Pooling
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  • 2_Dense
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  • .gitattributes
    391 Bytes
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  • README.md
    2.2 kB
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  • config.json
    804 Bytes
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  • config_sentence_transformers.json
    122 Bytes
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  • modules.json
    461 Bytes
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  • pytorch_model.bin

    Detected Pickle imports (4)

    • "torch.LongStorage",
    • "torch.FloatStorage",
    • "torch._utils._rebuild_tensor_v2",
    • "collections.OrderedDict"

    What is a pickle import?

    1.88 GB
    xet
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  • sentence_bert_config.json
    53 Bytes
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  • special_tokens_map.json
    112 Bytes
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  • tokenizer.json
    9.62 MB
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  • tokenizer_config.json
    411 Bytes
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  • vocab.txt
    5.22 MB
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