Model: bobox/DeBERTa-small-ST-v1-test-step2
Author: bobox
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, deberta-v2, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:305010, loss:CachedGISTEmbedLoss, en, dataset:jinaai/negation-dataset-v2, dataset:tals/vitaminc, dataset:allenai/scitail, dataset:allenai/sciq, dataset:allenai/qasc, dataset:sentence-transformers/msmarco-msmarco-distilbert-base-v3, dataset:sentence-transformers/natural-questions, dataset:sentence-transformers/trivia-qa, dataset:sentence-transformers/gooaq, dataset:google-research-datasets/paws, arxiv:1908.10084, base_model:bobox/DeBERTa-small-ST-v1-test, base_model:finetune:bobox/DeBERTa-small-ST-v1-test, model-index, endpoints_compatible, region:us
Base models (finetune): id: bobox/DeBERTa-small-ST-v1-test
Card metadata: base_model: bobox/DeBERTa-small-ST-v1-test
datasets: jinaai/negation-dataset-v2, tals/vitaminc, allenai/scitail, allenai/sciq, allenai/qasc, sentence-transformers/msmarco-msmarco-distilbert-base-v3, sentence-transformers/natural-questions, sentence-transformers/trivia-qa, sentence-transformers/gooaq, google-research-datasets/paws
language: en
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max, cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap, dot_accuracy, dot_accuracy_threshold, dot_f1, dot_f1_threshold, dot_precision, dot_recall, dot_ap, manhattan_accuracy, manhattan_accuracy_threshold, manhattan_f1, manhattan_f1_threshold, manhattan_precision, manhattan_recall, manhattan_ap, euclidean_accuracy, euclidean_accuracy_threshold, euclidean_f1, euclidean_f1_threshold, euclidean_precision, euclidean_recall, euclidean_ap, max_accuracy, max_accuracy_threshold, max_f1, max_f1_threshold, max_precision, max_recall, max_ap
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:305010, loss:CachedGISTEmbedLoss
widget: source_sentence: how long should a prelude be before a funeral
sentences: Organic 101: What the USDA Organic Label Means. This is the third installment of the Organic 101 series that explores different aspects of the USDA organic regulations. Organic certification requires that farmers and handlers document their processes and get inspected every year., The Quadrille. The Quadrille is a historic dance performed by four couples in a rectangular formation, and a precursor to traditional square dancing as well as a style of music. The Quadrille or Quadrille de Contre Danse  was originally a card game for four people but the name was given to this dance about 1740.The dance probably derived from the Cotillions of the time. The Quadrille was a very lively dance, unlike the Minuet.Wikipedia states thus: The term quadrille came to exist in the 17th century, within military parades, in which four horsemen and their mounts performed special square-shaped formations or figures.he Quadrille or Quadrille de Contre Danse  was originally a card game for four people but the name was given to this dance about 1740. The dance probably derived from the Cotillions of the time. The Quadrille was a very lively dance, unlike the Minuet., 1 Arrive early. 2  You should always endeavor to arrive at the church or funeral home at between 15 to 20 minutes before the service is scheduled to begin. 3  Take your seat quietly, and reverently await the arrival of the family., source_sentence: More than 169 countries had reported over 212,000 COVID-19 cases before March 19 , 2020 .
sentences: As of 23 March , more than 341,000 cases of COVID-19 have been reported in 192 countries and territories , resulting in more than 14,700 deaths and 99,000 recoveries ., As of 21 March , more than 278,000 cases of COVID-19 have been reported in over 186 countries and territories , resulting in more than 11,500 deaths and 92,000 recoveries.  virus seems to mostly spread between people via respiratory droplets ., As of 18 March 2020 , more than 212,000 cases of COVID-19 have been reported in at least 170 countries and territories , with major outbreaks in China , Iran and the European Union ., source_sentence: The book is about a fictional obsessed fan hunting down King, the author of Misery, The Shining and Carrie.
But Patterson said he had learned in the run-up to the planned November publication that fans had "disrupted" King's home in real life.
King has had nothing to do with the novel, Patterson has stressed.
Before deciding to scrap the book, he wrote on his website: "I'm a Stephen King fan, but Stephen King did not participate in the making of this novel, nor is he affiliated with it in any way. I hope he likes it."
However, in a statement released by his publisher on Thursday, Patterson - who co-wrote the book with Derek Nikitas - said: "My book is a positive portrayal of a fictional character, and, spoiler alert, the main character is not actually murdered.
"Nevertheless, I do not want to cause Stephen King or his family any discomfort. Out of respect for them, I have decided not to publish The Murder of Stephen King."
King declined to comment on the book when asked about it last week by the Associated Press.
Patterson, ranked as the world's highest-earning author for the last three years, told the news agency the pair do not know each other.
In 2009, King called Patterson a successful yet "terrible" writer. Crime writer Patterson described that remark as "hyperbole" when speaking to AP.
Patterson is releasing the novel Taking the Titanic instead of the planned King book.
Follow us on Twitter @BBCNewsEnts, on Instagram, or if you have a story suggestion email entertainment.news@bbc.co.uk.
sentences: Author James Patterson has scrapped the publication of a new novel titled The Murder of Stephen King because he does not want to cause "discomfort" to King., Portsmouth manager Paul Cook says he will "move heaven and earth" to get the club promoted from League Two., Swansea City have reached a settlement with former manager Michael Laudrup over his sacking., source_sentence: Electrical energy can be converted into kinetic energy and heat energy by an electric motor.
sentences: Solution is the term for a homogeneous mixture of two or more substances., Solution is the term for a homogeneous mixture of two or more substances., Electric motors transform electrical energy into kinetic energy., source_sentence: where did the ice storm of 1998 happen
sentences: January 1998 North American ice storm The North American Ice Storm of 1998 (also known as Great Ice Storm of 1998) was a massive combination of five smaller successive ice storms in January 1998 that struck a relatively narrow swath of land from eastern Ontario to southern Quebec, New Brunswick and Nova Scotia in Canada, and bordering areas from northern New York to central Maine in the United States. It caused massive damage to trees and electrical infrastructure all over the area, leading to widespread long-term power outages. Millions were left in the dark for periods varying from days to several weeks, and in some instances, months. It led to 35 fatalities, a shutdown of activities in large cities like Montreal and Ottawa, and an unprecedented effort in reconstruction of the power grid. The ice storm led to the largest deployment of Canadian military personnel since the Korean War, with over 16,000 Canadian Forces personnel deployed, 12,000 in Quebec and 4,000 in Ontario at the height of the crisis.[1][2]:16, Tom and Jerry Tom and Jerry is an American animated series of short films created in 1940, by William Hanna and Joseph Barbera. It centers on a rivalry between its two title characters, Tom and Jerry, and many recurring characters, based around slapstick comedy., Nimbostratus cloud Nimbostratus is a stratiform genus formerly classified as "Family C" low-level, but now considered by the World Meteorological Organization (WMO) to be a middle- or multi-level stratus type.[1]. Although it is usually a low-based cloud, it actually forms most commonly in the middle level of the troposphere and then spreads vertically into the low and high levels. This change in classification would once have made it a "Family D" cloud, but this style of nomenclature was discontinued by the WMO in 1956. Nimbostratus usually produces precipitation over a wide area. Nimbo- is from the Latin word nimbus, which denotes precipitation. It has a diffuse cloud base generally found anywhere from near surface in the low levels to about 3,000 m (9,800 ft) in the middle level of the troposphere. Although usually dark at its base, it often appears illuminated from within to a surface observer.[2] Nimbostratus usually has a thickness of about 2000 m. Though found worldwide, nimbostratus occurs more commonly in the middle latitudes.[3] It is coded CM2 on the SYNOP report.
model-index: name: SentenceTransformer based on bobox/DeBERTa-small-ST-v1-test
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.8794649611143293
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.9036383241029473
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.9013878798004252
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8981009820234211
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.9018920659152481
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.89878504980505
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.8699021205629681
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8710281246782958
name: Spearman Dot
verified: no, type: pearson_max
value: 0.9018920659152481
name: Pearson Max
verified: no, type: spearman_max
value: 0.9036383241029473
name: Spearman Max
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: VitaminC
type: VitaminC
metrics: type: cosine_accuracy
value: 0.556640625
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.8423352241516113
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6657824933687002
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.28707611560821533
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.4990059642147117
name: Cosine Precision
verified: no, type: cosine_recall
value: 1
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.5514274268482979
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.5546875
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 307.8145751953125
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.6693440428380187
name: Dot F1
verified: no, type: dot_f1_threshold
value: 136.3172607421875
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.5040322580645161
name: Dot Precision
verified: no, type: dot_recall
value: 0.9960159362549801
name: Dot Recall
verified: no, type: dot_ap
value: 0.5319992367485454
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.5546875
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 224.1436767578125
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.6666666666666666
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 489.0301818847656
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.5
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 1
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.5514724989625399
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.556640625
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 14.50575065612793
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.6666666666666666
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 23.260427474975586
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.5
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 1
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.5539696276195623
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.556640625
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 307.8145751953125
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.6693440428380187
name: Max F1
verified: no, type: max_f1_threshold
value: 489.0301818847656
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.5040322580645161
name: Max Precision
verified: no, type: max_recall
value: 1
name: Max Recall
verified: no, type: max_ap
value: 0.5539696276195623
name: Max Ap
verified: no
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Created: 2024-08-21 19:22:52