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BAAI
/
bge-base-zh-v1.5

Feature Extraction
sentence-transformers
PyTorch
Transformers
Chinese
bert
sentence-similarity
text-embeddings-inference
Model card Files Files and versions
xet
Community
2

Instructions to use BAAI/bge-base-zh-v1.5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use BAAI/bge-base-zh-v1.5 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("BAAI/bge-base-zh-v1.5")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Transformers

    How to use BAAI/bge-base-zh-v1.5 with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="BAAI/bge-base-zh-v1.5")
    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("BAAI/bge-base-zh-v1.5")
    model = AutoModel.from_pretrained("BAAI/bge-base-zh-v1.5", device_map="auto")
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
bge-base-zh-v1.5 / 1_Pooling
Ctrl+K
Ctrl+K
  • 2 contributors
History: 1 commit
ldwang's picture
ldwang
upload
94439b4 almost 3 years ago
  • config.json
    190 Bytes
    upload almost 3 years ago