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Duplicated from  zeroentropy/zembed-1-embedding

punitkandoi
/
zembed-1-embedding

Feature Extraction
sentence-transformers
Safetensors
English
multilingual
qwen3
finance
legal
healthcare
code
stem
medical
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use punitkandoi/zembed-1-embedding with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use punitkandoi/zembed-1-embedding with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("punitkandoi/zembed-1-embedding")
    
    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
zembed-1-embedding / assets
136 kB
Ctrl+K
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  • 2 contributors
History: 1 commit
punitkandoi's picture
punitkandoi
Duplicate from zeroentropy/zembed-1-embedding
8c17713 7 days ago
  • .gitkeep
    0 Bytes
    Duplicate from zeroentropy/zembed-1-embedding 7 days ago
  • zembed_eval_chart.png
    136 kB
    xet
    Duplicate from zeroentropy/zembed-1-embedding 7 days ago