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embaas
/
sentence-transformers-gte-small

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

Instructions to use embaas/sentence-transformers-gte-small with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use embaas/sentence-transformers-gte-small with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("embaas/sentence-transformers-gte-small")
    
    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]
  • Notebooks
  • Google Colab
  • Kaggle
sentence-transformers-gte-small
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
Banso's picture
Banso
Add new SentenceTransformer model.
458b3bd almost 3 years ago
  • 1_Pooling
    Add new SentenceTransformer model. almost 3 years ago
  • .gitattributes
    1.57 kB
    Add new SentenceTransformer model. almost 3 years ago
  • README.md
    1.67 kB
    Add new SentenceTransformer model. almost 3 years ago
  • config.json
    624 Bytes
    Add new SentenceTransformer model. almost 3 years ago
  • config_sentence_transformers.json
    117 Bytes
    Add new SentenceTransformer model. almost 3 years ago
  • modules.json
    349 Bytes
    Add new SentenceTransformer model. almost 3 years ago
  • pytorch_model.bin

    Detected Pickle imports (3)

    • "torch._utils._rebuild_tensor_v2",
    • "torch.HalfStorage",
    • "collections.OrderedDict"

    What is a pickle import?

    66.8 MB
    xet
    Add new SentenceTransformer model. almost 3 years ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model. almost 3 years ago
  • special_tokens_map.json
    125 Bytes
    Add new SentenceTransformer model. almost 3 years ago
  • tokenizer.json
    712 kB
    Add new SentenceTransformer model. almost 3 years ago
  • tokenizer_config.json
    394 Bytes
    Add new SentenceTransformer model. almost 3 years ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model. almost 3 years ago