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KhaledReda
/
all-MiniLM-L6-v33-pair_score

Sentence Similarity
sentence-transformers
Safetensors
English
bert
feature-extraction
dense
Generated from Trainer
dataset_size:9464974
loss:CoSENTLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use KhaledReda/all-MiniLM-L6-v33-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-v33-pair_score with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("KhaledReda/all-MiniLM-L6-v33-pair_score")
    
    sentences = [
        "girls writing board",
        "kids digital writing board 10 category kids toys and games educational games writing tags kids writing board boys writing board girls writing board unisex writing board drawing writing board color lcd screen writing board lock content writing board sketchboard todo list writing board notes panel writing board attrs units 10 target group kid description display a 10-inch 25.4 cm color lcd screen provides ample space for drawing and writing. posts lock content save drawings and notes. sketchboard to draw and color freely. to-do list write daily tasks. notes panel take notes and messages. this colorful electronic board is a fun and effective tool to enhance creativity and imagination in children. children can use them to draw color write letters and numbers take notes. adults can also use them to write lists and quick notes. the panel features a user-friendly interface and a high-quality color display which makes the process of drawing and writing enjoyable. in addition it is environmentally friendly and reusable making it an i",
        "kids snorkelling kit fins and easybreath mask - blue category sports water sports snorkeling snorkeling tags easybreath snorkel mask water sports easybreath mask fins gear kit snorkel set keywords easybreath mask fins gear kit snorkel set attrs color blue target group kid sport snorkelling description designed for the user seeking to equip himself with an assorted set of easybreath jr fins snk 520. kit is easy to carry for a holiday at the sea. this set contains an easybreath mask a pair of snorkelling fins. it comes with a carry bag for easier transport. the perfect set for surface snorkellers.",
        "non vegan shish tawook category restaurants international meat and poultry shish tawook tags rice shish tawook grilled vegetables shish tawook non vegan shish tawook shish tawook keywords non vegan shish tawook shish tawook description shish tawook. served with rice and grilled vegetables. 535 calories."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
all-MiniLM-L6-v33-pair_score
91.9 MB
Ctrl+K
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  • 1 contributor
History: 2 commits
KhaledReda's picture
KhaledReda
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  • 1_Pooling
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  • .gitattributes
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  • README.md
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  • config.json
    617 Bytes
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  • config_sentence_transformers.json
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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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  • special_tokens_map.json
    695 Bytes
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  • tokenizer.json
    712 kB
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  • tokenizer_config.json
    1.46 kB
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  • vocab.txt
    232 kB
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