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KhaledReda
/
all-MiniLM-L6-v61-pair_score

Sentence Similarity
sentence-transformers
Safetensors
English
bert
feature-extraction
dense
Generated from Trainer
dataset_size:43464314
loss:CoSENTLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use KhaledReda/all-MiniLM-L6-v61-pair_score with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use KhaledReda/all-MiniLM-L6-v61-pair_score with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("KhaledReda/all-MiniLM-L6-v61-pair_score")
    
    sentences = [
        "syntha 6 ultrapremium",
        "620 ml blueguard gel freeze boards blue freeze boards cooling boards long lasting cooling boards ice boxes cooling boards ice boards guard gel boards introducing our premium freeze boards the ultimate ice substitute for your cooling needs. designed to provide long-lasting cooling without any mess these freezeboards are perfect for large lunch bags ice boxes and more. key features extended cooling freeze overnight for optimal performance. our freezeboards keep food cold and fresh for up to 24 hours making them perfect for traveling camping picnics and long workdays durable and reusable made from robust hard-shell plastic our freezeboards are built to last and can be reused countless times. versatile use ideal for various occasions ensuring your food and drinks food stay cool and fresh wherever you go. maintaining the tempera",
        "agromonte artichokes bruschetta discover the healthy and genuine taste of agromonte artichokes bruschetta. perfect for delicious starters it also complements pasta and meat courses.",
        "cupcake jewellery box multicolor jewellery box foam jewellery box craft kit handcraft toy learns learn embroidery toy a foam cupcake shaped jewelry box is a perfect gift for children who love crafts. this set contains everything your child needs to create a unique jewelry box including colored foam pieces threads and plastic needles. assemble the pieces and decorate the box with your favorite colors. game type handcraft game for kids. target group children over the age of five. materials the toy consists of colored foam pieces needles and other simple supplies. the main idea assembling and installing foam pieces to form a cupcake-shaped jewelry box. skills developed fine motor skills creativity patience and concentration. features of foam cupcake jewelry box toy for kids this"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
all-MiniLM-L6-v61-pair_score
91.8 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
KhaledReda's picture
KhaledReda
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  • .gitattributes
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  • README.md
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  • config.json
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  • config_sentence_transformers.json
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  • model.safetensors
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    xet
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  • modules.json
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  • sentence_bert_config.json
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  • special_tokens_map.json
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  • tokenizer.json
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  • tokenizer_config.json
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  • vocab.txt
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