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KayaAI
/
finetuned_embedding_v2

Sentence Similarity
sentence-transformers
Safetensors
mpnet
feature-extraction
Generated from Trainer
dataset_size:5489
loss:TripletLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use KayaAI/finetuned_embedding_v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use KayaAI/finetuned_embedding_v2 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("KayaAI/finetuned_embedding_v2")
    
    sentences = [
        "07 42 33 Plastic Wall Panels",
        "03 31 00 Structural Concrete",
        "05 53 13 Bar Gratings",
        "07 42 43 Composite Wall Panels"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
finetuned_embedding_v2
439 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 4 commits
omdivyatej's picture
omdivyatej
Delete fine_tuned_zero_padded_model_v1
b3277dc verified over 1 year ago
  • 1_Pooling
    Upload config.json over 1 year ago
  • .gitattributes
    1.52 kB
    initial commit over 1 year ago
  • README.md
    12.1 kB
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  • config.json
    603 Bytes
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  • config_sentence_transformers.json
    201 Bytes
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  • model.safetensors
    438 MB
    xet
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  • modules.json
    349 Bytes
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  • sentence_bert_config.json
    53 Bytes
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  • special_tokens_map.json
    964 Bytes
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  • tokenizer.json
    711 kB
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  • tokenizer_config.json
    1.58 kB
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  • vocab.txt
    232 kB
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