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hku-nlp
/
instructor-large

Sentence Similarity
sentence-transformers
PyTorch
Transformers
English
t5
feature-extraction
Model card Files Files and versions
xet
Community
1

Instructions to use hku-nlp/instructor-large with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use hku-nlp/instructor-large with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("hku-nlp/instructor-large")
    
    sentences = [
        "That is a happy person",
        "That is a happy dog",
        "That is a very happy person",
        "Today is a sunny day"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Transformers

    How to use hku-nlp/instructor-large with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("hku-nlp/instructor-large")
    model = AutoModel.from_pretrained("hku-nlp/instructor-large")
  • Notebooks
  • Google Colab
  • Kaggle
instructor-large
1.35 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 15 commits
hku-nlp's picture
hku-nlp
Update README.md
8309532 over 3 years ago
  • 1_Pooling
    Create 1_Pooling/config.json over 3 years ago
  • 2_Dense
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  • .gitattributes
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    initial commit over 3 years ago
  • README.md
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  • config.json
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  • config_sentence_transformers.json
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  • modules.json
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  • pytorch_model.bin
    1.34 GB
    xet
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  • sentence_bert_config.json
    53 Bytes
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  • special_tokens_map.json
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  • spiece.model
    792 kB
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  • tokenizer.json
    2.42 MB
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  • tokenizer_config.json
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