Model: yyzheng00/snomed_triplet_1M
Author: yyzheng00
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1000000, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1000000, loss:TripletLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: |Evaluation procedure (procedure)| : { |Method (attribute)| = |Evaluation - action (qualifier value)|, |Has specimen (attribute)| = |Urine specimen (specimen)| }
sentences: Evaluation of urine specimen (procedure), Tacrolimus-containing product in oral dose form (medicinal product form), |Measurement of substance in specimen (procedure)| + |Organic acids measurement (procedure)| : { |Method (attribute)| = |Measurement - action (qualifier value)|, |Component (attribute)| = |Organic acid (substance)|, |Has specimen (attribute)| = |Fluid specimen (specimen)| }, source_sentence: Allergy to meclozine (finding)
sentences: Meclizine allergy (finding), Allergy to quinidine (finding), Disorder of ovary (disorder), source_sentence: |Specimen observable (observable entity)|
sentences: Carbamide peroxide (product), Neoplasm of uncertain behavior of dome of urinary bladder (disorder), Microscopic specimen observable (observable entity), source_sentence: |Dilation of esophagus (procedure)| : { |Method (attribute)| = |Dilation - action (qualifier value)|, |Procedure site - Direct (attribute)| = |Esophageal structure (body structure)|, |Direct morphology (attribute)| = |Stricture (morphologic abnormality)| }
sentences: Fissure for ligamentum teres of liver (body structure), Dilatation of esophageal stricture (procedure), Dilation and insertion of tube into esophagus (procedure), source_sentence: |Estradiol and/or estradiol derivative (substance)| + |Steroid hormone (substance)| + |Substance with estrogen receptor agonist mechanism of action (substance)| : |Has disposition (attribute)| = |Estrogen receptor agonist (disposition)|, 
sentences: Oral form dioctahedral smectite (medicinal product form), 17-Beta oestradiol (substance), Rupture of Descemet's membrane of right eye (disorder)
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: triplet
name: Triplet
dataset: name: snomed triplet 1M 3 4 3 dev
type: snomed_triplet_1M_3_4_3-dev
metrics: type: cosine_accuracy
value: 0.979325
name: Cosine Accuracy
verified: no, type: cosine_accuracy
value: 0.9780125
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 11
Created: 2025-04-27 08:51:34