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prithivida
/
miniDense_chinese_v1

Sentence Similarity
Transformers
PyTorch
ONNX
sentence-transformers
Chinese
bert
feature-extraction
miniMiracle
passage-retrieval
knowledge-distillation
middle-training
text-embeddings-inference
Model card Files Files and versions
xet

Instructions to use prithivida/miniDense_chinese_v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use prithivida/miniDense_chinese_v1 with Transformers:

    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("prithivida/miniDense_chinese_v1")
    model = AutoModel.from_pretrained("prithivida/miniDense_chinese_v1", device_map="auto")
  • sentence-transformers

    How to use prithivida/miniDense_chinese_v1 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("prithivida/miniDense_chinese_v1")
    
    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]
  • Notebooks
  • Google Colab
  • Kaggle
miniDense_chinese_v1
739 MB
Ctrl+K
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  • 1 contributor
History: 46 commits
prithivida's picture
prithivida
Delete model.safetensors
8f2304a verified about 2 years ago
  • 1_Pooling
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  • onnx
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  • tokenizer.json
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