Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Hardware
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

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
2.29 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 13 commits
noace's picture
noace
Upload 1_Pooling/config.json
171fc26 verified 6 months ago
  • 1_Pooling
    Upload 1_Pooling/config.json 6 months ago
  • eval
    Upload eval/similarity_evaluation_banking-validation_results.csv 6 months ago
  • .gitattributes
    1.57 kB
    Upload tokenizer.json 6 months ago
  • README.md
    15.5 kB
    Upload README.md 6 months ago
  • config.json
    658 Bytes
    Upload config.json 6 months ago
  • config_sentence_transformers.json
    283 Bytes
    Upload config_sentence_transformers.json 6 months ago
  • model.safetensors
    2.27 GB
    xet
    Upload model.safetensors 6 months ago
  • modules.json
    349 Bytes
    Upload modules.json 6 months ago
  • sentence_bert_config.json
    58 Bytes
    Upload sentence_bert_config.json 6 months ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    Upload sentencepiece.bpe.model 6 months ago
  • special_tokens_map.json
    964 Bytes
    Upload special_tokens_map.json 6 months ago
  • tokenizer.json
    17.1 MB
    xet
    Upload tokenizer.json 6 months ago
  • tokenizer_config.json
    1.2 kB
    Upload tokenizer_config.json 6 months ago