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BekbolatShanakbay
/
kaz-embedder

Sentence Similarity
sentence-transformers
Safetensors
Kazakh
feature-extraction
kazakh
retrieval
Model card Files Files and versions
xet
Community

Instructions to use BekbolatShanakbay/kaz-embedder with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use BekbolatShanakbay/kaz-embedder with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("BekbolatShanakbay/kaz-embedder")
    
    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
kaz-embedder / document_0_Transformer
1.15 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
BekbolatShanakbay's picture
BekbolatShanakbay
kaz-univ-v1: universal zero-shot Kazakh embeddings (query/document/sym Router), fp16
0e59de2 verified about 2 months ago
  • config.json
    744 Bytes
    kaz-univ-v1: universal zero-shot Kazakh embeddings (query/document/sym Router), fp16 about 2 months ago
  • model.safetensors
    1.14 GB
    xet
    kaz-univ-v1: universal zero-shot Kazakh embeddings (query/document/sym Router), fp16 about 2 months ago
  • sentence_bert_config.json
    241 Bytes
    kaz-univ-v1: universal zero-shot Kazakh embeddings (query/document/sym Router), fp16 about 2 months ago
  • tokenizer.json
    17.1 MB
    xet
    kaz-univ-v1: universal zero-shot Kazakh embeddings (query/document/sym Router), fp16 about 2 months ago
  • tokenizer_config.json
    407 Bytes
    kaz-univ-v1: universal zero-shot Kazakh embeddings (query/document/sym Router), fp16 about 2 months ago