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jonny9f
/
food_embeddings

Sentence Similarity
sentence-transformers
Safetensors
mpnet
feature-extraction
Generated from Trainer
dataset_size:1200000
loss:CosineSimilarityLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use jonny9f/food_embeddings with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use jonny9f/food_embeddings with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("jonny9f/food_embeddings")
    
    sentences = [
        "Mutton, roasted",
        "Imagine Creamy Butternut Squash Soup",
        "Perrier Water, bottled",
        "Crackers, whole-wheat"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
food_embeddings
439 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 5 commits
jonny9f's picture
jonny9f
Update README.md
22a0d4b verified about 1 year ago
  • 1_Pooling
    Upload food embeddings model over 1 year ago
  • .gitattributes
    1.52 kB
    initial commit over 1 year ago
  • README.md
    27 kB
    Update README.md about 1 year ago
  • config.json
    606 Bytes
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  • config_sentence_transformers.json
    205 Bytes
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  • model.safetensors
    438 MB
    xet
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  • modules.json
    349 Bytes
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  • sentence_bert_config.json
    53 Bytes
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  • special_tokens_map.json
    964 Bytes
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  • tokenizer.json
    711 kB
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  • tokenizer_config.json
    1.62 kB
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  • vocab.txt
    232 kB
    Upload food embeddings model over 1 year ago