Model: luluw/Qwen3-MedEmbed-0.6B
Author: luluw
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, tensorboard, safetensors, qwen3, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:209415, loss:CachedMultipleNegativesRankingLoss, en, dataset:abhinand/MedEmbed-training-triplets-v1, arxiv:1908.10084, arxiv:2101.06983, base_model:Qwen/Qwen3-Embedding-0.6B, base_model:finetune:Qwen/Qwen3-Embedding-0.6B, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: Qwen/Qwen3-Embedding-0.6B
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:209415, loss:CachedMultipleNegativesRankingLoss
base_model: Qwen/Qwen3-Embedding-0.6B
widget: source_sentence: Liver cancer treatments options
sentences: The patient underwent mesohepatectomy with total caudate lobectomy of the liver., The patient was treated empirically with amikacin and ceftazidime, which was later replaced with meropenem and piperacillin-tazobactam. From August 3 to August 11, the patient was treated with colistin., A porto-systemic shunt was created to increase blood flow. Transarterial chemoembolization (TACE) was performed using 5-fluorouracil (5-FU), lobaplatin, and pirarubicin to treat tumor thrombi in the Right IntraHepatic Vessels (RIPV)., source_sentence: What was the outcome of the right adrenalectomy?
sentences: Overall, the patient was observed for an extended period to monitor the progress of the condition, until the time of discharge. The patient was advised to continue follow-up with his physician at regular intervals, and it was recommended that the patient follow the prescribed plan of care to maintain the best possible clinical outcome., The right adrenalectomy was performed. Histology was consistent with the material difficult to typify. Immunohistochemistry was positive for CK20 and cytokeratin AE1/AE3, but negative for CK7, which is related to colorectal metastasis., The combination of the thyroid nodule and adrenal mass was surgically removed, and the diagnosis of VIP-secreting pheochromocytoma was made., source_sentence: giant omphalocele symptoms
sentences: Although the treatment initially showed signs of efficacy, the tumor progressed rapidly, and the patient died three months after the second surgical debulking procedure., The patient, a 9-year-old female, presented to the hospital with a large lump in the anterior abdominal wall extending from the xiphisternum to the level of iliac crest., The patient presented with bilateral nasovestibular lumps which grew in size over several months, occluding nasal entrance and protruding outside the nose.
datasets: abhinand/MedEmbed-training-triplets-v1
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy, 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: Qwen3-MedEmbed-0.6B
results: task: type: triplet
name: Triplet
dataset: name: triplet eval
type: triplet-eval
metrics: type: cosine_accuracy
value: 0.9743435382843018
name: Cosine Accuracy
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: eval set 23kq 46kd
type: eval-set-23kq-46kd
metrics: type: cosine_accuracy@1
value: 0.4359018436546478
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8112510206712794
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9102668786797885
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9586144655980059
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4359018436546478
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27041700689042647
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.18205337573595776
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09586144655980061
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.4359018436546478
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8112510206712794
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9102668786797885
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9586144655980059
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7130583629700963
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6320255950590608
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6330765121051298
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: eval set 23kq 23kd
type: eval-set-23kq-23kd
metrics: type: cosine_accuracy@1
value: 0.5437706820232928
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.899694873007005
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9529846576990846
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9703038377240105
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5437706820232928
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.29989829100233495
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19059693153981697
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09703038377240106
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5437706820232928
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.899694873007005
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9529846576990846
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9703038377240105
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7836589422172208
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7205542048928318
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7209152572399424
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 174
Created: 2025-11-01 11:42:27