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vectoriseai
/
gte-small

Sentence Similarity
sentence-transformers
PyTorch
ONNX
Safetensors
English
bert
mteb
Sentence Transformers
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

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

  • Libraries
  • sentence-transformers

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

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("vectoriseai/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
gte-small
302 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
nanmoon's picture
nanmoon
gte-small
554a3de over 2 years ago
  • 1_Pooling
    gte-small over 2 years ago
  • onnx
    gte-small over 2 years ago
  • .gitattributes
    1.52 kB
    initial commit over 2 years ago
  • README.md
    68.1 kB
    gte-small over 2 years ago
  • config.json
    583 Bytes
    gte-small over 2 years ago
  • model.safetensors
    66.7 MB
    xet
    gte-small over 2 years ago
  • modules.json
    385 Bytes
    gte-small over 2 years ago
  • pytorch_model.bin

    Detected Pickle imports (4)

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

    What is a pickle import?

    66.8 MB
    xet
    gte-small over 2 years ago
  • quantize_config.json
    674 Bytes
    gte-small over 2 years ago
  • sentence_bert_config.json
    57 Bytes
    gte-small over 2 years ago
  • special_tokens_map.json
    125 Bytes
    gte-small over 2 years ago
  • tokenizer.json
    712 kB
    gte-small over 2 years ago
  • tokenizer_config.json
    394 Bytes
    gte-small over 2 years ago
  • vocab.txt
    232 kB
    gte-small over 2 years ago