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pritamdeka
/
S-BioBert-snli-multinli-stsb

Sentence Similarity
sentence-transformers
PyTorch
Transformers
bert
feature-extraction
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

Instructions to use pritamdeka/S-BioBert-snli-multinli-stsb with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use pritamdeka/S-BioBert-snli-multinli-stsb with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("pritamdeka/S-BioBert-snli-multinli-stsb")
    
    sentences = [
        "That is a happy person",
        "That is a happy dog",
        "That is a very happy person",
        "Today is a sunny day"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Transformers

    How to use pritamdeka/S-BioBert-snli-multinli-stsb with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("pritamdeka/S-BioBert-snli-multinli-stsb")
    model = AutoModel.from_pretrained("pritamdeka/S-BioBert-snli-multinli-stsb")
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
S-BioBert-snli-multinli-stsb
434 MB
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  • 1 contributor
History: 6 commits
pritamdeka's picture
pritamdeka
Update README.md
21e0a55 over 3 years ago
  • 1_Pooling
    Initial Commit over 4 years ago
  • eval
    Initial Commit over 4 years ago
  • .gitattributes
    1.18 kB
    initial commit over 4 years ago
  • README.md
    4.32 kB
    Update README.md over 3 years ago
  • config.json
    610 Bytes
    Initial Commit over 4 years ago
  • config_sentence_transformers.json
    122 Bytes
    Initial Commit over 4 years ago
  • modules.json
    229 Bytes
    Initial Commit over 4 years ago
  • pytorch_model.bin
    433 MB
    xet
    Initial Commit over 4 years ago
  • sentence_bert_config.json
    52 Bytes
    Initial Commit over 4 years ago
  • similarity_evaluation_sts-test_results.csv
    298 Bytes
    Initial Commit over 4 years ago
  • special_tokens_map.json
    112 Bytes
    Initial Commit over 4 years ago
  • tokenizer.json
    436 kB
    Initial Commit over 4 years ago
  • tokenizer_config.json
    546 Bytes
    Initial Commit over 4 years ago
  • vocab.txt
    213 kB
    Initial Commit over 4 years ago