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shibing624
/
text2vec-base-multilingual

Sentence Similarity
sentence-transformers
PyTorch
ONNX
Safetensors
Transformers
bert
feature-extraction
text2vec
mteb
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community
4

Instructions to use shibing624/text2vec-base-multilingual with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use shibing624/text2vec-base-multilingual with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("shibing624/text2vec-base-multilingual")
    
    sentences = [
        "那是 個快樂的人",
        "那是 條快樂的狗",
        "那是 個非常幸福的人",
        "今天是晴天"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Transformers

    How to use shibing624/text2vec-base-multilingual with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("shibing624/text2vec-base-multilingual")
    model = AutoModel.from_pretrained("shibing624/text2vec-base-multilingual")
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
text2vec-base-multilingual / 1_Pooling
Ctrl+K
Ctrl+K
  • 2 contributors
History: 1 commit
shibing624's picture
shibing624
Upload 3 files
7d2dd9d almost 3 years ago
  • config.json
    190 Bytes
    Upload 3 files almost 3 years ago