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InstalilyAI
/
sentence-transformer-synonyms

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:3270
loss:OnlineContrastiveLoss
dataset_size:2044
dataset_size:78106
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use InstalilyAI/sentence-transformer-synonyms with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use InstalilyAI/sentence-transformer-synonyms with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("InstalilyAI/sentence-transformer-synonyms")
    
    sentences = [
        "Door Chain",
        "install new FILTER PAN COVER",
        "replace Burner Baffle",
        "install new Elbow - Fitting"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
sentence-transformer-synonyms
272 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 4 commits

This model has 1 file scanned as unsafe.

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liamwilbur
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  • 1_Pooling
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  • .gitattributes
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  • README.md
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  • config.json
    617 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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  • optimizer.pt
    181 MB
    xet
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  • rng_state.pth
    14.6 kB
    xet
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  • scheduler.pt
    1.47 kB
    xet
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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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  • trainer_state.json
    2.65 kB
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  • training_args.bin
    6.16 kB
    xet
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  • vocab.txt
    232 kB
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