Model: bobox/DeBERTa3-s-CustomPoolin-toytest-step1
Author: bobox
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, pytorch, deberta-v2, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:32500, loss:GISTEmbedLoss, arxiv:1908.10084, arxiv:2402.16829, base_model:microsoft/deberta-v3-small, base_model:finetune:microsoft/deberta-v3-small, model-index, endpoints_compatible, region:us
Base models (finetune): id: microsoft/deberta-v3-small
Card metadata: base_model: microsoft/deberta-v3-small
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:32500, loss:GISTEmbedLoss
widget: source_sentence: A picture of a white gas range with figurines above.
sentences: A nerdy woman brushing her teeth with a friend nearby., a white stove turned off with a digital clock, The plasma membrane also contains other molecules, primarily other lipids and proteins. The green molecules in Figure above , for example, are the lipid cholesterol. Molecules of cholesterol help the plasma membrane keep its shape. Many of the proteins in the plasma membrane assist other substances in crossing the membrane., source_sentence: who makes the kentucky derby garland of roses
sentences: Accrington strengthened their position in the play-off places with a hard-fought win over struggling Dagenham., tidal energy can be used to produce electricity. Ocean thermal is energy derived from waves and also from tidal waves. 
 Ocean thermal energy can be used to produce electricity., Kentucky Derby Trophy The Kroger Company has been the official florist of the Kentucky Derby since 1987. After taking over the duties from the Kingsley Walker florist, Kroger began constructing the prestigious garland in one of its local stores for the public to view on Derby Eve. The preservation of the garland and crowds of spectators watching its construction are a testament to the prestige and mystique of the Garland of Roses., source_sentence: what is the difference between a general sense and a special sense?
sentences: Ian Curtis ( of Touching from a distance) Ian Kevin Curtis was an English musician and singer-songwriter. He is best known as the lead singer and lyricist of the post-punk band Joy Division. Joy Division released its debut album, Unknown Pleasures, in 1979 and recorded its follow-up, Closer, in 1980. Curtis, who suffered from epilepsy and depression, committed suicide on 18 May 1980, on the eve of Joy Division's first North American tour, resulting in the band's dissolution and the subsequent formation of New Order. Curtis was known for his baritone voice, dance style, and songwriting filled with imagery of desolation, emptiness and alienation. In 1995, Curtis's widow Deborah published Touching from a Distance: Ian Curtis and Joy Division, a biography of the singer. His life and death Ian Kevin Curtis was an English musician and singer-songwriter. He is best known as the lead singer and lyricist of the post-punk band Joy Division. Joy Division released its debut album, Unknown Pleasures, in 1979 and recorded its follow-up, Closer, in 1980. Curtis, who suffered from epilepsy and depression, committed suicide on 18 May 1980, on the eve of Joy Division's first North American tour, resulting in the band's dissolution and the subsequent formation of New Order. Curtis was known for his baritone voice, dance style, and songwriting filled with imagery of desolation, emptiness and alienation. In 1995, Curtis's widow Deborah published Touching from a Distance: Ian Curtis and Joy Division, a biography of the singer. His life and death have been dramatised in the films 24 Hour Party People (2002) and Control (2007). ...more, The human body has two basic types of senses, called special senses and general senses. Special senses have specialized sense organs that gather sensory information and change it into nerve impulses. ... General senses, in contrast, are all associated with the sense of touch. They lack special sense organs., Captain Hook Barrie states in the novel that "Hook was not his true name. To reveal who he really was would even at this date set the country in a blaze", and relates that Peter Pan began their rivalry by feeding the pirate's hand to the crocodile. He is said to be "Blackbeard's bo'sun" and "the only man of whom Barbecue was afraid".[5] (In Robert Louis Stevenson's Treasure Island, one of the names Long John Silver goes by is Barbecue.)[6], source_sentence: Retzius was born in Stockholm , son of the anatomist Anders Jahan Retzius ( and grandson of the naturalist and chemist Anders Retzius ) .
sentences: Retzius was born in Stockholm , the son of anatomist Anders Jahan Retzius ( and grandson of the naturalist and chemist Anders Retzius ) ., As of 14 March , over 156,000 cases of COVID-19 have been reported in around 140 countries and territories ; more than 5,800 people have died from the disease and around 75,000 have recovered ., A person sitting on a stool on the street., source_sentence: who was the first person who made the violin
sentences: Alice in Chains Alice in Chains is an American rock band from Seattle, Washington, formed in 1987 by guitarist and vocalist Jerry Cantrell and drummer Sean Kinney,[1] who recruited bassist Mike Starr[1] and lead vocalist Layne Staley.[1][2][3] Starr was replaced by Mike Inez in 1993.[4] After Staley's death in 2002, William DuVall joined in 2006 as co-lead vocalist and rhythm guitarist. The band took its name from Staley's previous group, the glam metal band Alice N' Chains.[5][2], as distance from an object decreases , that object will appear larger, Violin The first makers of violins probably borrowed from various developments of the Byzantine lira. These included the rebec;[13] the Arabic rebab; the vielle (also known as the fidel or viuola); and the lira da braccio[11][14] The violin in its present form emerged in early 16th-century northern Italy. The earliest pictures of violins, albeit with three strings, are seen in northern Italy around 1530, at around the same time as the words "violino" and "vyollon" are seen in Italian and French documents. One of the earliest explicit descriptions of the instrument, including its tuning, is from the Epitome musical by Jambe de Fer, published in Lyon in 1556.[15] By this time, the violin had already begun to spread throughout Europe.
model-index: name: SentenceTransformer based on microsoft/deberta-v3-small
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.6699634563461265
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6740052367487698
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.6846904230572102
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.676461767740328
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.6819532604363933
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.6744353858732639
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.6677964772074442
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.6714885153106404
name: Spearman Dot
verified: no, type: pearson_max
value: 0.6846904230572102
name: Pearson Max
verified: no, type: spearman_max
value: 0.676461767740328
name: Spearman Max
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: allNLI dev
type: allNLI-dev
metrics: type: cosine_accuracy
value: 0.697265625
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.9149889349937439
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.5579399141630902
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.8168730735778809
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.44368600682593856
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.7514450867052023
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.5242647012381595
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.6953125
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 700.5377197265625
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.5545851528384279
name: Dot F1
verified: no, type: dot_f1_threshold
value: 623.9097900390625
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.4456140350877193
name: Dot Precision
verified: no, type: dot_recall
value: 0.7341040462427746
name: Dot Recall
verified: no, type: dot_ap
value: 0.5241554075174903
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.6953125
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 235.2859344482422
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.5517241379310345
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 347.6478271484375
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.4580152671755725
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.6936416184971098
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.5239028585462809
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.697265625
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 11.389955520629883
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.5567451820128478
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 16.685447692871094
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.4421768707482993
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.7514450867052023
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.5247420500207234
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.697265625
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 700.5377197265625
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.5579399141630902
name: Max F1
verified: no, type: max_f1_threshold
value: 623.9097900390625
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.4580152671755725
name: Max Precision
verified: no, type: max_recall
value: 0.7514450867052023
name: Max Recall
verified: no, type: max_ap
value: 0.5247420500207234
name: Max Ap
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: Qnli dev
type: Qnli-dev
metrics: type: cosine_accuracy
value: 0.66796875
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.804556131362915
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.684297520661157
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7130892276763916
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5609756097560976
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.8771186440677966
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.6982323361009166
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.669921875
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 609.73779296875
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.6845637583892616
name: Dot F1
verified: no, type: dot_f1_threshold
value: 546.085205078125
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.5666666666666667
name: Dot Precision
verified: no, type: dot_recall
value: 0.864406779661017
name: Dot Recall
verified: no, type: dot_ap
value: 0.6969471595240038
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.67578125
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 363.409423828125
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.687392055267703
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 430.9031982421875
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.5801749271137027
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.8432203389830508
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.7021641064533223
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.666015625
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 17.237049102783203
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.6844741235392321
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 20.860803604125977
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.5647382920110193
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.8686440677966102
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.6983440307123455
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.67578125
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 609.73779296875
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.687392055267703
name: Max F1
verified: no, type: max_f1_threshold
value: 546.085205078125
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.5801749271137027
name: Max Precision
verified: no, type: max_recall
value: 0.8771186440677966
name: Max Recall
verified: no, type: max_ap
value: 0.7021641064533223
name: Max Ap
verified: no
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Created: 2024-10-28 14:00:56