Model: tomaarsen/mpnet-base-gooaq-hard-negatives
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2286783, loss:MultipleNegativesRankingLoss, en, dataset:tomaarsen/gooaq-hard-negatives, dataset:sentence-transformers/gooaq, arxiv:1908.10084, arxiv:1705.00652, base_model:microsoft/mpnet-base, base_model:finetune:microsoft/mpnet-base, license:apache-2.0, model-index, co2_eq_emissions, endpoints_compatible, region:us
Base models (finetune): id: microsoft/mpnet-base
Card metadata: base_model: microsoft/mpnet-base
datasets: tomaarsen/gooaq-hard-negatives, 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:2286783, loss:MultipleNegativesRankingLoss
widget: source_sentence: how to download a youtube video onto usb?
sentences: Copy YouTube URL to Download Go to YouTube video you want to download to USB and copy its URL. Paste the link to download YouTube. Choose a necessary video or audio format and quality., Before surgeons are qualified to operate, they must meet a set of challenging education requirements. These generally include four years of undergraduate study, four years of medical school leading to a Doctor of Medicine (M.D.) degree, and three to eight years of surgical residency at a hospital., A Roman numeral representing the number eighteen (18)., source_sentence: what is the best diet for a leaky gut?
sentences: When a woman is pregnant, she does not continue to ovulate and will not have a period. Menstruation only occurs when a person is not pregnant. Although it is possible for women to experience some bleeding during pregnancy, this will not be due to their menstrual cycle., To combat leaky gut, eat foods that promote the growth of healthy gut bacteria, including fruits, cultured dairy products, healthy fats, lean meats, and fibrous and fermented vegetables., Popcorn Ceiling vs Asbestos Popcorn Ceiling Removal Cost CostHelper says Popcorn ceilings not containing asbestos can expect to pay about $1 to $3 per square foot or $250 to $900 to remove a popcorn ceiling from a 15'x20' room or $1,200 to $1,400 for a 1,6000 sq., source_sentence: what is the difference between joint tenancy and common tenancy?
sentences: You (TV series) You is an American psychological thriller television series developed by Greg Berlanti and Sera Gamble. ... In December 2018, it was announced that the series would move to Netflix as a Netflix Original title. The second season was released exclusively on Netflix on December 26, 2019., A normal resting heart rate range is between 60 and 100 bpm., Joint tenancy also differs from tenancy in common because when one joint tenant dies, the other remaining joint tenants inherit the deceased tenant's interest in the property. However, a joint tenancy does allow owners to sell their interests. If one owner sells, the tenancy is converted to a tenancy in common., source_sentence: what is the cause of blood clots in urine?
sentences: If sufficient blood is present in the urine, the blood may form a clot. The clot can completely block the flow of urine, causing sudden extreme pain and inability to urinate. Bleeding severe enough to cause such a clot is usually caused by an injury to the urinary tract., Distance is the magnitude (length) of the displacement vector. Path length is how far the object moved as it traveled from its initial position to its final position., In fact, the brand is consistently ranked near the top of automakers in terms of the most expensive cars to maintain. The total maintenance costs of the average Audi over a 10-year span is $12,400. ... All cars are different, and many require more maintenance than some depending on their age and driving history., source_sentence: are hard seltzers malt liquor?
sentences: The BCD method measures the distance from the apex of the breast down to the wire line directly below it. That measurement in inches will determine your cup and frame size. Then take your Rib Cage measurement directly under your bra. ... For example, the BCD might be 4.0 and the Rib Cage of 32., Seltzer is carbonated water. “Hard seltzer” is a flavored malt beverage — essentially the same as a Lime-A-Rita or a Colt 45 or a Smirnoff Ice. These products derive their alcohol from fermented malted grains and are then carbonated, flavored and sweetened., Bleaching action of chlorine is based on oxidation while that of sulphur is based on reduction. Chlorine acts with water to produce nascent oxygen. ... Sulphour dioxide removes oxygen from the coloured substance and makes it colourless.
co2_eq_emissions: emissions: 1550.677005890232
energy_consumed: 3.989372336366245
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: 11.599
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: MPNet base trained on GooAQ triplets with hard negatives
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: gooaq dev
type: gooaq-dev
metrics: type: cosine_accuracy@1
value: 0.7413
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8697
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9055
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9427
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7413
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2899
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.1811
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09427000000000002
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7413
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8697
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9055
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9427
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8441925656083314
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8123759920634883
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8147743017171518
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.7384
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.8669
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.9039
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.9389
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.7384
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.28896666666666665
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.18078000000000002
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.09389000000000002
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.7384
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.8669
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.9039
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.9389
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.8410831459293242
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.8094504365079324
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.8120497186357559
name: Dot Map@100
verified: no
Likes: 1 | All-time downloads: 14
Created: 2024-06-21 20:51:56