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yeomjy
/
mpnet-base-all-nli-triplet

Sentence Similarity
sentence-transformers
Safetensors
English
mpnet
feature-extraction
dense
Generated from Trainer
dataset_size:100000
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use yeomjy/mpnet-base-all-nli-triplet with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use yeomjy/mpnet-base-all-nli-triplet with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("yeomjy/mpnet-base-all-nli-triplet")
    
    sentences = [
        "A man is jumping unto his filthy bed.",
        "A young male is looking at a newspaper while 2 females walks past him.",
        "The bed is dirty.",
        "The man is on the moon."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
mpnet-base-all-nli-triplet
439 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
yeomjy's picture
yeomjy
Add new SentenceTransformer model
58a9d94 verified 8 months ago
  • 1_Pooling
    Add new SentenceTransformer model 8 months ago
  • .gitattributes
    1.52 kB
    initial commit 8 months ago
  • README.md
    24.8 kB
    Add new SentenceTransformer model 8 months ago
  • config.json
    545 Bytes
    Add new SentenceTransformer model 8 months ago
  • config_sentence_transformers.json
    283 Bytes
    Add new SentenceTransformer model 8 months ago
  • model.safetensors
    438 MB
    xet
    Add new SentenceTransformer model 8 months ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model 8 months ago
  • sentence_bert_config.json
    57 Bytes
    Add new SentenceTransformer model 8 months ago
  • special_tokens_map.json
    962 Bytes
    Add new SentenceTransformer model 8 months ago
  • tokenizer.json
    711 kB
    Add new SentenceTransformer model 8 months ago
  • tokenizer_config.json
    1.42 kB
    Add new SentenceTransformer model 8 months ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model 8 months ago