Model: yyzheng00/snomed_triplet_500k
Author: yyzheng00
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:500000, 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:500000, loss:TripletLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: |Allergy to drug| : { |Has realization| = |Allergic process|, |Causative agent| = |Digitalis glycoside| }
sentences: Allergy to Digitalis glycoside, Allergy to mebendazole, Product containing amobarbital in parenteral dose form, source_sentence: |Product containing carbenicillin| + |Product manufactured as oral dose form| : |Has manufactured dose form| = |Oral dose form|, { |Has active ingredient| = |Carbenicillin| }
sentences: Product containing only sulfur hexafluoride, Product containing carbenicillin in oral dose form, Product containing tiaprofenic acid in oral dose form, source_sentence: |Measurement of substance| : { |Method| = |Measurement - action|, |Component| = |Substance with opioid receptor agonist mechanism of action| }
sentences: Doppler ultrasonography of artery, Measurement of opiate agonist, Amiodarone measurement, source_sentence: |Neoplasm of spermatic cord| + |Neoplasm of uncertain behavior of male genital organ| : { |Finding site| = |Spermatic cord structure|, |Associated morphology| = |Neoplasm of uncertain behavior| }
sentences: Excisional biopsy of lesion of breast using magnetic seed marker, Foreign body in skin of left ring finger, Neoplasm of uncertain behavior of spermatic cord, source_sentence: |Structure of right side of trunk| + |Structure of soft tissue of back of thoracic segment of trunk| : |Laterality| = |Right|, 
sentences: Computed tomography of inguinal region, Structure of vein of right limb, Structure of soft tissue of right half of back of thoracic segment of trunk
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 500k 3 4 3 dev
type: snomed_triplet_500k_3_4_3-dev
metrics: type: cosine_accuracy
value: 0.99855
name: Cosine Accuracy
verified: no, type: cosine_accuracy
value: 0.99865
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 43
Created: 2025-04-10 15:30:45