Model: yyzheng00/sapbert_cls_lora_triplet
Author: yyzheng00
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:600000, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:cambridgeltl/SapBERT-from-PubMedBERT-fulltext, base_model:finetune:cambridgeltl/SapBERT-from-PubMedBERT-fulltext, model-index, endpoints_compatible, region:us
Base models (finetune): id: cambridgeltl/SapBERT-from-PubMedBERT-fulltext
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:600000, loss:TripletLoss
base_model: cambridgeltl/SapBERT-from-PubMedBERT-fulltext
widget: source_sentence: Percutaneous transluminal balloon angioplasty of common femoral artery using fluoroscopic guidance with contrast (procedure)
sentences: Primary squamous cell carcinoma of middle ear (disorder), Personal history of primary malignant neoplasm of urinary system (situation), PTA - Percutaneous angioplasty of common femoral artery (procedure), source_sentence: |Drug or medicament (substance)| + |Substance with transferase inhibitor mechanism of action (substance)| : |Has disposition (attribute)| = |Phosphoribosylglycinamide formyltransferase inhibitor (disposition)|, 
sentences: Fracture dislocation of carpometacarpal joint (disorder), Needle stick injury of abdomen (disorder), Substance with phosphoribosylglycinamide formyltransferase inhibitor mechanism of action (substance), source_sentence: |Intentional methandriol poisoning (disorder)| + |Intentional overdose (disorder)| + |Methandriol overdose (disorder)| : { |Causative agent (attribute)| = |Methandriol (substance)| }, { |Due to (attribute)| = |Intentional event (event)| }
sentences: Intentional methandriol overdose (disorder), Intentional mitozantrone overdose (disorder), Oral ketoprofen (product), source_sentence: |Healthcare facility device and adaptation (physical object)| + |Information system (physical object)|
sentences: Retigabine-containing product in oral dose form (medicinal product form), |Device system (physical object)|, Physician-practice-management information system (physical object), source_sentence: |Product containing rifampicin (medicinal product)| + |Product manufactured as parenteral dose form (product)| : |Has manufactured dose form (attribute)| = |Parenteral dose form (dose form)|, { |Has active ingredient (attribute)| = |Rifampicin (substance)| }
sentences: Fetus with radiation damage (disorder), Product containing tocilizumab in parenteral dose form (medicinal product form), Rifampin in parenteral dosage form (medicinal product form)
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on cambridgeltl/SapBERT-from-PubMedBERT-fulltext
results: task: type: triplet
name: Triplet
dataset: name: eval
type: eval
metrics: type: cosine_accuracy
value: 0.972837507724762
name: Cosine Accuracy
verified: no
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Created: 2025-05-12 18:36:44