Model: tomaarsen/bert-base-uncased-gooaq-peft-og
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3002496, loss:MultipleNegativesRankingLoss, en, dataset:sentence-transformers/gooaq, arxiv:1908.10084, arxiv:1705.00652, base_model:google-bert/bert-base-uncased, base_model:finetune:google-bert/bert-base-uncased, license:apache-2.0, model-index, co2_eq_emissions, endpoints_compatible, region:us
Base models (finetune): id: google-bert/bert-base-uncased
Card metadata: base_model: google-bert/bert-base-uncased
datasets: sentence-transformers/gooaq
language: en
library_name: sentence-transformers
license: apache-2.0
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, dot_accuracy@1, dot_accuracy@3, dot_accuracy@5, dot_accuracy@10, dot_precision@1, dot_precision@3, dot_precision@5, dot_precision@10, dot_recall@1, dot_recall@3, dot_recall@5, dot_recall@10, dot_ndcg@10, dot_mrr@10, dot_map@100
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3002496, loss:MultipleNegativesRankingLoss
widget: source_sentence: extreme old age is called?
sentences: The organic process of ageing is called senescence, the medical study of the aging process is called gerontology, and the study of diseases that afflict the elderly is called geriatrics. ... Old age is not a definite biological stage, as the chronological age denoted as "old age" varies culturally and historically., The syllabus is described as the summary of the topics covered or units to be taught in the particular subject. Curriculum refers to the overall content, taught in an educational system or a course. ... Syllabus is descriptive in nature, but the curriculum is prescriptive. Syllabus is set for a particular subject., Keep records for 3 years from the date you filed your original return or 2 years from the date you paid the tax, whichever is later, if you file a claim for credit or refund after you file your return. Keep records for 7 years if you file a claim for a loss from worthless securities or bad debt deduction., source_sentence: has or as when to use?
sentences: Re: Has or as As is an adverb used in comparisons to refer to the extent or degree of something; a conjunction 1 used to indicate simultaneous occurrence. 2 used to indicate by comparison the way that something happens., Go through their posts, likes, comments, and followers to see if the suspect's username appears. If the user's name appears, click on it. If you click on the user's profile and are unable to see their content, even though it says they have a number of posts at the top of their profile, then they have blocked you., There's just a 2.6% + $0.30 fee on any portion funded by your credit or debit card., source_sentence: how many inches of snow is good for snowboarding?
sentences: All kinds of tomato paste come with a best-by date. Like other condiments, such as bbq sauce, the unopened paste will easily last months past the date on the label., Data Storage Data in an SD card is stored on a series of electronic components called NAND chips. These chips allow data to be written and stored on the SD card. As the chips have no moving parts, data can be transferred from the cards quickly, far exceeding the speeds available to CD or hard-drive media., In these areas, as little as 2-4 inches of snow may be sufficient. Other pistes, however, may traverse uneven, rocky terrain. In these areas, several inches to several feet may be necessary to cover the rocky surface. Even more important than the amount of snowfall is the amount of snow that is retained on the slopes., source_sentence: is it normal to have a period after not having one for 8 months?
sentences: It is not normal to bleed or spot 12 months or more after your last period. Bleeding after menopause is usually a sign of a minor health problem but can sometimes be an early sign of more serious disease., What are your recruiting needs for my class? ... , What are the next steps in the recruiting process with your program? ... , What is your recruiting timeline? ... , What does a typical day or week look like for a player during the season? ... , What are the off-season expectations for a player? ... , What are the values of your program?, Registered retirement savings plans (RRSP) and registered pension plans (RPP) are both retirement savings plans that are registered with the Canada Revenue Agency (CRA). RRSPs are individual retirement plans, while RPPs are plans established by companies to provide pensions to their employees., source_sentence: what health services are covered by medicare?
sentences: Medicare Part A hospital insurance covers inpatient hospital care, skilled nursing facility, hospice, lab tests, surgery, home health care., Meiocytes are the diploid cells which undergo meiosis to produce gametes. They are also known as gamete mother cells. The chromosome number in diploid cells of onion is 16. So meiocytes have 16 chromosomes., Elephants have the longest gestation period of all mammals. These gentle giants' pregnancies last for more than a year and a half. The average gestation period of an elephant is about 640 to 660 days, or roughly 95 weeks.
co2_eq_emissions: emissions: 408.66249919578786
energy_consumed: 1.0513516760803594
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: 13th Gen Intel(R) Core(TM) i7-13700K
ram_total_size: 31.777088165283203
hours_used: 2.832
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: BERT base uncased trained on GooAQ triplets
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: gooaq dev
type: gooaq-dev
metrics: type: cosine_accuracy@1
value: 0.576
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.7295
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7824
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8462
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.576
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.24316666666666664
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15648
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08462
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.576
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.7295
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7824
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8462
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7089171465159466
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6652589285714262
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6708962490161547
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.5263
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.6922
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.7494
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.8175
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.5263
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.23073333333333335
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.14987999999999999
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08175
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.5263
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.6922
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.7494
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.8175
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.6696727448603579
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.622603690476188
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.6291100061102131
name: Dot Map@100
verified: no
Likes: 0 | All-time downloads: 0
Created: 2024-06-17 16:10:51