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BookingCare
/
multilingual-e5-base-similarity-v1

Sentence Similarity
sentence-transformers
Safetensors
xlm-roberta
feature-extraction
Generated from Trainer
dataset_size:21568
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use BookingCare/multilingual-e5-base-similarity-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use BookingCare/multilingual-e5-base-similarity-v1 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("BookingCare/multilingual-e5-base-similarity-v1")
    
    sentences = [
        "Tôi muốn tìm hiểu về các phương pháp điều trị ung thư phổi.",
        " Làm cách nào để hẹn khám bác sĩ tim mạch tại bệnh viện Việt Đức?",
        "Thuốc này có thể gây ra tác dụng phụ như buồn nôn, nôn mửa và đau đầu ở một số bệnh nhân.",
        "Làm ơn cho tôi biết những cách điều trị ung thư phổi."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle

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  • 1_Pooling
    Add new SentenceTransformer model. about 2 years ago
  • .gitattributes
    1.57 kB
    Add new SentenceTransformer model. about 2 years ago
  • README.md
    18.2 kB
    Add new SentenceTransformer model. about 2 years ago
  • config.json
    720 Bytes
    Add new SentenceTransformer model. about 2 years ago
  • config_sentence_transformers.json
    205 Bytes
    Add new SentenceTransformer model. about 2 years ago
  • model.safetensors
    1.11 GB
    xet
    Add new SentenceTransformer model. about 2 years ago
  • modules.json
    349 Bytes
    Add new SentenceTransformer model. about 2 years ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model. about 2 years ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    Add new SentenceTransformer model. about 2 years ago
  • special_tokens_map.json
    964 Bytes
    Add new SentenceTransformer model. about 2 years ago
  • tokenizer.json
    17.1 MB
    xet
    Add new SentenceTransformer model. about 2 years ago
  • tokenizer_config.json
    1.34 kB
    Add new SentenceTransformer model. about 2 years ago