Model: ayaat/mpnet-base-all-mqp-binary
Author: ayaat
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, tensorboard, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2437, loss:ContrastiveLoss, arxiv:1908.10084, base_model:sentence-transformers/all-mpnet-base-v2, base_model:finetune:sentence-transformers/all-mpnet-base-v2, model-index, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-mpnet-base-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2437, loss:ContrastiveLoss
base_model: sentence-transformers/all-mpnet-base-v2
widget: source_sentence: I am having troubles and confusing moments with my body and I am scared I may be pregnant by my research online and I really want some advice ?
sentences: Does Acyclovir cause ulcers when it is prescribed for genital herpes? , The confusing symptoms and online research points towards me being pregnant. Can I get a professional advice?, Do bariatric surgeries like gastric sleeve or Roux-en-Y surgery actually work in the long term?, source_sentence: It started with a headache the next day came dizziness when I move my eyes, soreness behind my eyes, 102 fever, slight cough. Help!
sentences: I had a headache and this was followe by dizziness on moving the eyes, soreness behind my eyes, high grade fever (102) and slight cough. Can you help me?, What are the signs of ovulation?, Why does it hurt when I shave my face? Can I do something else for it besides shaving in the direction of the hair growth?, source_sentence: How low can hemoglobin go before you need a transfusion?
sentences: I heard banana is rich in potassium. I am having diarrhea and can I take banana. , At what Hemoglobin levels, is a blood transfusion recommended?, What are the symptoms of eye cancer?, source_sentence: I'm 5 weeks pregnant and this morning had brownish spotting, my gyn said this is normal and ita was due to implantation, should I be worried?
sentences: I have abdominal cramps, spotting, nause and fatigue. I am on oral contraceptive pills. I take them regularly. My pregnancy test is negative. I dont believe it is implantation as I am not pregnant. Could it be withdrawal bleeding or do I have an STD?, What's best for a 1 year old, breast milk or bottle milk? , I am 40, and I've had a breast lump in my right breast for about 4 years now. Could it be cancer?, source_sentence: My bm aren't solid but not quite loose. Looks more like for lack of better word "shredded" the why is this?
sentences: I have been taking treatment for anxiety and depression. I was given a new medication and have experienced heart flutters, can this medication cause it?, You might think I'm a bit paranoid but could you please help me with the five most common emergency surgeries in american teen girls?, What causes stringy and shredded stools?
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap
model-index: name: SentenceTransformer based on sentence-transformers/all-mpnet-base-v2
results: task: type: binary-classification
name: Binary Classification
dataset: name: all mqp test
type: all-mqp-test
metrics: type: cosine_accuracy
value: 0.8786885245901639
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7678120136260986
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.8796147672552167
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7446306943893433
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.8810289389067524
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.8782051282051282
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.9474266832530879
name: Cosine Ap
verified: no
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Created: 2025-02-06 07:59:51