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ilyankou
/
is-geospatial-query

Text Classification
setfit
Safetensors
sentence-transformers
bert
geospatial
spatial-queries
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use ilyankou/is-geospatial-query with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • setfit

    How to use ilyankou/is-geospatial-query with setfit:

    from setfit import SetFitModel
    
    model = SetFitModel.from_pretrained("ilyankou/is-geospatial-query")
  • sentence-transformers

    How to use ilyankou/is-geospatial-query with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("ilyankou/is-geospatial-query")
    
    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]
  • Notebooks
  • Google Colab
  • Kaggle
is-geospatial-query
134 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 13 commits
ilyankou's picture
ilyankou
Update README.md
83f5e21 verified about 24 hours ago
  • 1_Pooling
    Initial commit with lfs tracking 3 months ago
  • .gitattributes
    1.52 kB
    initial commit 3 months ago
  • README.md
    2.88 kB
    Update README.md about 24 hours ago
  • config.json
    661 Bytes
    Initial commit with lfs tracking 3 months ago
  • config_sentence_transformers.json
    199 Bytes
    Initial commit with lfs tracking 3 months ago
  • config_setfit.json
    53 Bytes
    Upload v1.1 14 days ago
  • model.safetensors
    133 MB
    xet
    Upload v1.1 14 days ago
  • model_head.pkl

    Detected Pickle imports (4)

    • "sklearn.linear_model._logistic.LogisticRegression",
    • "numpy.dtype",
    • "numpy.ndarray",
    • "joblib.numpy_pickle.NumpyArrayWrapper"

    How to fix it?

    3.94 kB
    xet
    Upload v1.1 14 days ago
  • modules.json
    349 Bytes
    Initial commit with lfs tracking 3 months ago
  • sentence_bert_config.json
    52 Bytes
    Initial commit with lfs tracking 3 months ago
  • special_tokens_map.json
    695 Bytes
    Initial commit with lfs tracking 3 months ago
  • tokenizer.json
    712 kB
    Initial commit with lfs tracking 3 months ago
  • tokenizer_config.json
    1.27 kB
    Initial commit with lfs tracking 3 months ago
  • vocab.txt
    232 kB
    Initial commit with lfs tracking 3 months ago