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VinitT
/
Embeddings-NLI-ContradictionMargin

Sentence Similarity
sentence-transformers
Safetensors
English
bert
feature-extraction
dense
Generated from Trainer
dataset_size:556850
loss:ContradictionMarginLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use VinitT/Embeddings-NLI-ContradictionMargin with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use VinitT/Embeddings-NLI-ContradictionMargin with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("VinitT/Embeddings-NLI-ContradictionMargin")
    
    sentences = [
        "Guy wearing sunglasses and blue shirt on skateboard in front of a bright yellow building with palm trees.",
        "Two people are standing by the street.",
        "A man rides a skateboard outside.",
        "The boys are inside laying down."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
Embeddings-NLI-ContradictionMargin
91.6 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
VinitT's picture
VinitT
Upload retrain embedding model
d38d730 verified 3 months ago
  • 1_Pooling
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  • .gitattributes
    1.52 kB
    initial commit 3 months ago
  • README.md
    32.1 kB
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  • config.json
    744 Bytes
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  • config_sentence_transformers.json
    282 Bytes
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  • model.safetensors
    90.9 MB
    xet
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  • modules.json
    349 Bytes
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  • sentence_bert_config.json
    57 Bytes
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  • tokenizer.json
    712 kB
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  • tokenizer_config.json
    374 Bytes
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