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agentlans
/
snowflake-arctic-embed-s-nli

Text Classification
sentence-transformers
Safetensors
Transformers
English
bert
natural-language-inference
nlp
model-card
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use agentlans/snowflake-arctic-embed-s-nli with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use agentlans/snowflake-arctic-embed-s-nli with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("agentlans/snowflake-arctic-embed-s-nli")
    
    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]
  • Transformers

    How to use agentlans/snowflake-arctic-embed-s-nli with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("text-classification", model="agentlans/snowflake-arctic-embed-s-nli")
    # Load model directly
    from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("agentlans/snowflake-arctic-embed-s-nli")
    model = AutoModelForSequenceClassification.from_pretrained("agentlans/snowflake-arctic-embed-s-nli")
  • Notebooks
  • Google Colab
  • Kaggle
snowflake-arctic-embed-s-nli
134 MB
Ctrl+K
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  • 1 contributor
History: 4 commits
agentlans's picture
agentlans
Update README.md
dd73dae verified over 1 year ago
  • .gitattributes
    1.52 kB
    initial commit over 1 year ago
  • README.md
    4.22 kB
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  • config.json
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  • model.safetensors
    133 MB
    xet
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  • special_tokens_map.json
    695 Bytes
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  • tokenizer.json
    712 kB
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  • tokenizer_config.json
    1.43 kB
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  • training_args.bin
    5.24 kB
    xet
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  • vocab.txt
    232 kB
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