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dekshitha-k
/
sentence-transformers-stsb

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
Generated from Trainer
dataset_size:5749
loss:CosineSimilarityLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use dekshitha-k/sentence-transformers-stsb with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use dekshitha-k/sentence-transformers-stsb with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("dekshitha-k/sentence-transformers-stsb")
    
    sentences = [
        "Navy Jet Crashes Into Apartment Building",
        "the problem is who doesn't have money.",
        "US Navy Jet Crashes into Apartment Block",
        "Two are trapped as US building collapses"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
sentence-transformers-stsb
91.8 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
dekshitha-k's picture
dekshitha-k
Add new SentenceTransformer model.
7ff39ef verified over 1 year ago
  • 1_Pooling
    Add new SentenceTransformer model. over 1 year ago
  • .gitattributes
    1.52 kB
    initial commit over 1 year ago
  • README.md
    13 kB
    Add new SentenceTransformer model. over 1 year ago
  • config.json
    678 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • config_sentence_transformers.json
    205 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • model.safetensors
    90.9 MB
    xet
    Add new SentenceTransformer model. over 1 year ago
  • modules.json
    349 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • special_tokens_map.json
    695 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • tokenizer.json
    712 kB
    Add new SentenceTransformer model. over 1 year ago
  • tokenizer_config.json
    1.43 kB
    Add new SentenceTransformer model. over 1 year ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model. over 1 year ago