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gavinqiangli
/
bge-large-mpnet-base-all-nli-triplet

Sentence Similarity
sentence-transformers
Safetensors
English
bert
feature-extraction
Generated from Trainer
dataset_size:557850
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use gavinqiangli/bge-large-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 gavinqiangli/bge-large-mpnet-base-all-nli-triplet with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("gavinqiangli/bge-large-mpnet-base-all-nli-triplet")
    
    sentences = [
        "A construction worker is standing on a crane placing a large arm on top of a stature in progress.",
        "A man is playing with his camera.",
        "A person standing",
        "Nobody is standing"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
bge-large-mpnet-base-all-nli-triplet
1.34 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
gavinqiangli's picture
gavinqiangli
Add new SentenceTransformer model
9f1ade2 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
    17.6 kB
    Add new SentenceTransformer model over 1 year ago
  • config.json
    737 Bytes
    Add new SentenceTransformer model over 1 year ago
  • config_sentence_transformers.json
    201 Bytes
    Add new SentenceTransformer model over 1 year ago
  • model.safetensors
    1.34 GB
    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
    52 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
    1.24 kB
    Add new SentenceTransformer model over 1 year ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model over 1 year ago