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bnoland
/
mpnet-base-clinc-subset

Sentence Similarity
sentence-transformers
Safetensors
English
mpnet
feature-extraction
dense
Generated from Trainer
dataset_size:3000
loss:BatchAllTripletLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use bnoland/mpnet-base-clinc-subset with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use bnoland/mpnet-base-clinc-subset with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("bnoland/mpnet-base-clinc-subset")
    
    sentences = [
        "what am i supposed to do if i lost my luggage",
        "do i need a visa if i go there",
        "why did you freeze my bank account",
        "tell my bank that i'm travelling to france in 2 days"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
mpnet-base-clinc-subset
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  • 1 contributor
History: 2 commits
bnoland's picture
bnoland
Add new SentenceTransformer model
605ad24 verified 2 months ago
  • 1_Pooling
    Add new SentenceTransformer model 2 months ago
  • .gitattributes
    1.52 kB
    initial commit 2 months ago
  • README.md
    17 kB
    Add new SentenceTransformer model 2 months ago
  • config.json
    575 Bytes
    Add new SentenceTransformer model 2 months ago
  • config_sentence_transformers.json
    283 Bytes
    Add new SentenceTransformer model 2 months ago
  • model.safetensors
    438 MB
    xet
    Add new SentenceTransformer model 2 months ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model 2 months ago
  • sentence_bert_config.json
    57 Bytes
    Add new SentenceTransformer model 2 months ago
  • tokenizer.json
    712 kB
    Add new SentenceTransformer model 2 months ago
  • tokenizer_config.json
    365 Bytes
    Add new SentenceTransformer model 2 months ago