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sergioburdisso
/
dialog2flow-single-bert-base

Sentence Similarity
sentence-transformers
Safetensors
English
bert
task-oriented-dialogues
dialog-flow
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use sergioburdisso/dialog2flow-single-bert-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use sergioburdisso/dialog2flow-single-bert-base with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("sergioburdisso/dialog2flow-single-bert-base")
    
    sentences = [
        "your phone please",
        "please get their phone number",
        "okay can i get your phone number please to make that booking",
        "okay can i please get your id number"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
dialog2flow-single-bert-base
440 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 17 commits
sergioburdisso's picture
sergioburdisso
Update config.json
beec3e7 verified 8 months ago
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  • .gitattributes
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  • README.md
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  • config.json
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  • config_sentence_transformers.json
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  • model.safetensors
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    xet
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  • modules.json
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  • sentence_bert_config.json
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  • special_tokens_map.json
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  • tokenizer.json
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  • tokenizer_config.json
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  • vocab.txt
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