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Ujjwal-32
/
amazon-rec

Sentence Similarity
sentence-transformers
Safetensors
Transformers
English
bert
feature-extraction
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use Ujjwal-32/amazon-rec with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Ujjwal-32/amazon-rec with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Ujjwal-32/amazon-rec")
    
    sentences = [
        "That is a happy person",
        "That is a happy dog",
        "That is a very happy person",
        "Today is a sunny day"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Transformers

    How to use Ujjwal-32/amazon-rec with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("Ujjwal-32/amazon-rec")
    model = AutoModel.from_pretrained("Ujjwal-32/amazon-rec")
  • Notebooks
  • Google Colab
  • Kaggle
amazon-rec
137 MB
Ctrl+K
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  • 1 contributor
History: 3 commits
Ujjwal-32's picture
Ujjwal-32
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3d3f725 verified 11 months ago
  • 1_Pooling
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  • .gitattributes
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  • Dockerfile
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  • README.md
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  • app.py
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  • config.json
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  • config_sentence_transformers.json
    212 Bytes
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  • embeddings_updated1.pt

    Detected Pickle imports (3)

    • "collections.OrderedDict",
    • "torch._utils._rebuild_tensor_v2",
    • "torch.FloatStorage"

    What is a pickle import?

    34.5 MB
    xet
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  • model.safetensors
    90.9 MB
    xet
    Initial upload 11 months ago
  • modules.json
    368 Bytes
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  • products_clean_updated1.csv
    11.1 MB
    xet
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  • requirements.txt
    88 Bytes
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  • sentence_bert_config.json
    56 Bytes
    Initial upload 11 months ago
  • special_tokens_map.json
    732 Bytes
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  • tokenizer.json
    712 kB
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  • tokenizer_config.json
    1.53 kB
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  • vocab.txt
    232 kB
    Initial upload 11 months ago