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yoyo458
/
BioBERT_GOUniProt_FineTuned

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:59792
loss:CachedMultipleNegativesRankingLoss
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use yoyo458/BioBERT_GOUniProt_FineTuned with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use yoyo458/BioBERT_GOUniProt_FineTuned with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("yoyo458/BioBERT_GOUniProt_FineTuned")
    
    sentences = [
        "metalloendopeptidase activity",
        "Cysteine protease. May have an important role in corneal physiology. .",
        "Metalloprotease (PubMed:16585064, PubMed:39672391). Was previously shown to degrade COMP (PubMed:16585064). However, a later study found no activity against COMP (PubMed:39672391). .",
        "Degrades casein, gelatins of types I, III, IV, and V, and fibronectin. Activates procollagenase. ."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
BioBERT_GOUniProt_FineTuned
217 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
yoyo458's picture
yoyo458
Update README.md
903556f verified 17 days ago
  • 1_Pooling
    Encoder 710f986575db 17 days ago
  • .gitattributes
    1.52 kB
    initial commit 17 days ago
  • README.md
    33.5 kB
    Update README.md 17 days ago
  • config.json
    876 Bytes
    Encoder 710f986575db 17 days ago
  • config_sentence_transformers.json
    284 Bytes
    Encoder 710f986575db 17 days ago
  • model.safetensors
    217 MB
    xet
    Encoder 710f986575db 17 days ago
  • modules.json
    277 Bytes
    Encoder 710f986575db 17 days ago
  • provenance.json
    1.27 kB
    Encoder 710f986575db 17 days ago
  • sentence_bert_config.json
    267 Bytes
    Encoder 710f986575db 17 days ago
  • tokenizer.json
    669 kB
    Encoder 710f986575db 17 days ago
  • tokenizer_config.json
    351 Bytes
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  • training_curves.png
    79.6 kB
    Encoder 710f986575db 17 days ago