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ayoubkirouane
/
Mpnet-base-ALL-NLI

Feature Extraction
sentence-transformers
Safetensors
English
mpnet
sentence-similarity
dataset_size:100K<n<1M
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use ayoubkirouane/Mpnet-base-ALL-NLI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use ayoubkirouane/Mpnet-base-ALL-NLI with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("ayoubkirouane/Mpnet-base-ALL-NLI")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Notebooks
  • Google Colab
  • Kaggle
Mpnet-base-ALL-NLI
439 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 5 commits
ayoubkirouane's picture
ayoubkirouane
Update README.md
392adf9 verified almost 2 years ago
  • 1_Pooling
    Add new SentenceTransformer model. almost 2 years ago
  • .gitattributes
    1.52 kB
    initial commit almost 2 years ago
  • README.md
    780 Bytes
    Update README.md almost 2 years ago
  • config.json
    594 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • config_sentence_transformers.json
    195 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • model.safetensors
    438 MB
    xet
    Add new SentenceTransformer model. almost 2 years ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • special_tokens_map.json
    962 Bytes
    Add new SentenceTransformer model. almost 2 years ago
  • tokenizer.json
    711 kB
    Add new SentenceTransformer model. almost 2 years ago
  • tokenizer_config.json
    1.39 kB
    Add new SentenceTransformer model. almost 2 years ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model. almost 2 years ago