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leochuang
/
multilingual-e5-large-custom

Sentence Similarity
sentence-transformers
Safetensors
xlm-roberta
feature-extraction
dense
Generated from Trainer
dataset_size:68541
loss:EpochLossWrapper
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use leochuang/multilingual-e5-large-custom with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use leochuang/multilingual-e5-large-custom with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("leochuang/multilingual-e5-large-custom")
    
    sentences = [
        "query: ACER 宏碁 SA243Y G0B 護眼螢幕(24型/FHD/120Hz/1ms/IPS)",
        "passage: 【尚朋堂】專業型電烤箱SO-459I",
        "passage: 【Acer 宏碁】KA242Y G0 24型護眼螢幕(23.8吋/FHD/120Hz/1ms/IPS/喇叭)",
        "passage: 台灣出貨 瑜珈墊 瑜伽墊(加厚20mm 贈送收納袋+綁帶 健身墊 SGS檢測瑜珈墊 NBR環保瑜珈墊 運動墊 15mm)"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
multilingual-e5-large-custom
2.26 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
leochuang's picture
leochuang
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9a70df1 verified 6 months ago
  • 1_Pooling
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  • .gitattributes
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  • README.md
    13.6 kB
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  • config.json
    657 Bytes
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  • config_sentence_transformers.json
    283 Bytes
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  • model.safetensors
    2.24 GB
    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
    964 Bytes
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  • tokenizer.json
    17.1 MB
    xet
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  • tokenizer_config.json
    1.18 kB
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