Model: yyzheng00/snomed_triplet_800k
Author: yyzheng00
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:800000, 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:800000, loss:TripletLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: |Central nervous system complication| + |Cerebral infarction| + |Thrombotic infarction| : { |Finding site| = |Structure of cerebrum|, |Associated morphology| = |Infarct| }, { |Due to| = |Cerebral arterial thrombosis| }
sentences: Ventricular shunt to circulatory system (procedure), Cerebral infarction due to thrombosis of cerebral arteries, Proliferative diabetic retinopathy with new vessels on disc (disorder), source_sentence: |Albuminuria| : { |Interprets| = |Microalbuminuria measurement|, |Has interpretation| = |Above reference range| }
sentences: Microalbuminuria, Product containing acitretin in oral dose form (medicinal product form), 1,4-Butanediol diacrylate product, source_sentence: |Measured quantity of intake of plant fiber in 24 hours| + |Soluble fiber intake| : { |Property| = |Quantity rate (property)|, |Characterizes| = |Introduction procedure|, |Process duration| = |24 hours|, |Technique| = |Measurement technique|, |Process acts on| = |Soluble fiber| }
sentences: Measured quantity of intake of soluble fiber in 24 hours, Phlegmonous dacryocystitis of left eye, Estimated quantity of intake of plant fibre, source_sentence: |Abscess of foot| + |Disorder of left lower extremity| : { |Finding site| = |Structure of left foot|, |Associated morphology| = |Abscess| }
sentences: Abscess of left foot, Hypertrophy of synovium of both ankles, Product containing only cibachrome brilliant scarlet, source_sentence: |Adverse reaction caused by drug| : { |Causative agent| = |Digestant| }
sentences: Exudate specimen from wound (specimen), Adverse reaction caused by digestant (disorder), Ureteroscopic division of stricture of ureter (procedure)
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 800k 3 4 3 dev
type: snomed_triplet_800k_3_4_3-dev
metrics: type: cosine_accuracy
value: 0.998328125
name: Cosine Accuracy
verified: no, type: cosine_accuracy
value: 0.9983828125
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 67
Created: 2025-04-19 00:38:46