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RoyMandira
/
Semantic_Requirement_Pair_Identifier

Sentence Similarity
sentence-transformers
Safetensors
feature-extraction
dense
Generated from Trainer
dataset_size:1316
loss:CosineSimilarityLoss
Model card Files Files and versions
xet
Community

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

  • Libraries
  • sentence-transformers

    How to use RoyMandira/Semantic_Requirement_Pair_Identifier with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("RoyMandira/Semantic_Requirement_Pair_Identifier")
    
    sentences = [
        "The system's contact form must include a CAPTCHA to prevent spam.",
        "As a Developer I want D Files generation requests to be managed and cached so that duplicate requests do not cause performance issues.",
        "The Spacecraft in orbit shall automatically detect faults, failures or errors, which may adversely affect the mission",
        "Identify energy-intensive appliances and peak demand periods."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
Semantic_Requirement_Pair_Identifier
91.8 MB
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  • 1 contributor
History: 2 commits
RoyMandira's picture
RoyMandira
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d617873 verified 8 months ago
  • .gitattributes
    1.52 kB
    initial commit 8 months ago
  • README.md
    14.3 kB
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  • config.json
    312 Bytes
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  • config_sentence_transformers.json
    283 Bytes
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  • model.safetensors
    90.9 MB
    xet
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  • modules.json
    349 Bytes
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  • sentence_bert_config.json
    57 Bytes
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  • special_tokens_map.json
    695 Bytes
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  • tokenizer.json
    712 kB
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  • tokenizer_config.json
    1.46 kB
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  • vocab.txt
    232 kB
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