Model: praphul555/ohai_gte_qwen_1.5b_instruct
Author: praphul555
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:204376, loss:LoggingMNR, arxiv:1908.10084, arxiv:1705.00652, base_model:Alibaba-NLP/gte-Qwen2-1.5B-instruct, base_model:finetune:Alibaba-NLP/gte-Qwen2-1.5B-instruct, model-index, endpoints_compatible, region:us
Base models (finetune): id: Alibaba-NLP/gte-Qwen2-1.5B-instruct
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:204376, loss:LoggingMNR
base_model: Alibaba-NLP/gte-Qwen2-1.5B-instruct
widget: source_sentence: Start kub stat.
sentences: IV Push Ea Addtl Same Drug - Nursing, KUB, ROPivacaine (ROPivacaine 0.5% 30 mL), source_sentence: Add V: cardiac rehab benefits video.
sentences: traMADol (Ultram), insulin aspart(NOVOLOG Pen) 100 unit/mL Inj,3 mL, V:Cardiac Rehab, The Benefits of Cardiac Rehabilitation, source_sentence: Continue the Vitamin B12 shots.
sentences: Patient is on Anticoagulant, Miscellaneous Medication (Suction machine), cyanocobalamin (Vitamin B12 DoT), source_sentence: Start medication exercise pls.
sentences: Misc. Medication (Exercise), Small Bore Feeding Tube Insertion, Consult to Registered Dietitian LTC, source_sentence: <user> Hi, I need to cancel a test.
<assistant> Of course, which test needs cancellation?
<user> The reflex lactic acid that we ordered.
<assistant> Got it, I'll cancel it.
<user> Perfect, cancel it now.
sentences: pt may return to room in 30 min if vital signs stable, Reflex Lactic Acid w/ Reflex, Plasma, BH Social Services Assessment
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: SentenceTransformer based on Alibaba-NLP/gte-Qwen2-1.5B-instruct
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: ir val
type: ir-val
metrics: type: cosine_accuracy@1
value: 0.7728813559322034
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9491525423728814
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9670702179176756
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.97772397094431
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7728813559322034
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3163841807909604
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19341404358353514
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09777239709443102
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7728813559322034
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9491525423728814
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9670702179176756
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.97772397094431
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8902698394508296
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8605843806449124
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8609602517901379
name: Cosine Map@100
verified: no
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Created: 2025-07-29 11:15:52