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bobox
/
DeBERTaV3-small-GeneralSentenceTransformer

Sentence Similarity
sentence-transformers
PyTorch
English
deberta-v2
feature-extraction
Generated from Trainer
dataset_size:131566
loss:MultipleNegativesRankingLoss
loss:CoSENTLoss
loss:GISTEmbedLoss
loss:OnlineContrastiveLoss
loss:MultipleNegativesSymmetricRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

Instructions to use bobox/DeBERTaV3-small-GeneralSentenceTransformer with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use bobox/DeBERTaV3-small-GeneralSentenceTransformer with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("bobox/DeBERTaV3-small-GeneralSentenceTransformer")
    
    sentences = [
        "Centrosome-independent mitotic spindle formation in  vertebrates.",
        "Birds pair up with the same bird in mating season.",
        "We use voltage to keep track of electric potential energy.",
        "A mitotic spindle forms from the centrosomes."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
DeBERTaV3-small-GeneralSentenceTransformer / 1_Pooling
296 Bytes
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
bobox's picture
bobox
10 epoch 32 batch
2a8f28a verified over 2 years ago
  • config.json
    296 Bytes
    10 epoch 32 batch over 2 years ago