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Aman0026
/
ArogyaAI-BioBERT-BioLORD

Sentence Similarity
sentence-transformers
Safetensors
xlm-roberta
feature-extraction
Generated from Trainer
dataset_size:8879
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use Aman0026/ArogyaAI-BioBERT-BioLORD with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Aman0026/ArogyaAI-BioBERT-BioLORD with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Aman0026/ArogyaAI-BioBERT-BioLORD")
    
    sentences = [
        "સુગરના કારણે રાત્રે વારંવાર પેશાબ કરવા ઉઠવું પડે છે",
        "Diabetes",
        "Tonsillitis",
        "Migraine"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
ArogyaAI-BioBERT-BioLORD
573 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 6 commits
Aman0026's picture
Aman0026
Update fine-tuned model weights (97.3% RAG accuracy)
4f2f55a verified 9 days ago
  • 1_Pooling
    Initial release: 100% Evaluation Accuracy 12 days ago
  • eval
    Update fine-tuned model weights (97.3% RAG accuracy) 9 days ago
  • .gitattributes
    1.57 kB
    Initial release: 100% Evaluation Accuracy 12 days ago
  • README.md
    14.3 kB
    Update fine-tuned model weights (97.3% RAG accuracy) 9 days ago
  • config.json
    779 Bytes
    Update fine-tuned model weights (97.3% RAG accuracy) 9 days ago
  • config_sentence_transformers.json
    283 Bytes
    Initial release: 100% Evaluation Accuracy 12 days ago
  • model.safetensors
    556 MB
    xet
    Update fine-tuned model weights (97.3% RAG accuracy) 9 days ago
  • modules.json
    277 Bytes
    Initial release: 100% Evaluation Accuracy 12 days ago
  • sentence_bert_config.json
    241 Bytes
    Initial release: 100% Evaluation Accuracy 12 days ago
  • special_tokens_map.json
    964 Bytes
    Initial release: 100% Evaluation Accuracy 12 days ago
  • tokenizer.json
    17.1 MB
    xet
    Initial release: 100% Evaluation Accuracy 12 days ago
  • tokenizer_config.json
    532 Bytes
    Initial release: 100% Evaluation Accuracy 12 days ago