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noace
/
bge-m3-banking-v3-final

Sentence Similarity
sentence-transformers
Safetensors
xlm-roberta
feature-extraction
dense
Generated from Trainer
dataset_size:27671
loss:CosineSimilarityLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use noace/bge-m3-banking-v3-final with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use noace/bge-m3-banking-v3-final with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("noace/bge-m3-banking-v3-final")
    
    sentences = [
        "tại sheraton đà nẵng, ưu đãi ẩm thực được phục vụ tại nhà hàng table 88.",
        "thỏa thuận sử dụng dịch vụ được cấu thành bởi bản điều khoản này và đơn đề nghị của khách hàng.",
        "khách hàng có thể chấm dứt sử dụng dịch vụ bằng cách gửi yêu cầu cho sacombank.",
        "sheraton grand danang resort áp dụng ưu đãi tại nhà hàng table 88."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
bge-m3-banking-v3-final / eval
235 Bytes
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  • 1 contributor
History: 1 commit
noace's picture
noace
Upload eval/similarity_evaluation_banking-validation_results.csv
e0384c6 verified 6 months ago
  • similarity_evaluation_banking-validation_results.csv
    235 Bytes
    Upload eval/similarity_evaluation_banking-validation_results.csv 6 months ago