Model: bobox/DeBERTa3-s-CustomPoolin-v3-step1
Author: bobox
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, deberta-v2, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:225247, loss:CachedGISTEmbedLoss, en, dataset:tals/vitaminc, arxiv:1908.10084, 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
datasets: tals/vitaminc
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:225247, loss:CachedGISTEmbedLoss
widget: source_sentence: what is exfo toolbox
sentences: Eye dilation from eye drops used for examination of the eye usually lasts from 4 to 24 hours, depending upon the strength of the drop and upon the individual patient., Garden Grove is a city in northern Orange County in the U.S. state of California, 34 miles (55 km) south of Los Angeles. The population was 170,883 at the 2010 United States Census. State Route 22, also known as the Garden Grove Freeway, passes through the city in an east-west direction., EXFO ToolBox Office is a product that offers you a collection of viewers and analyzers. It enables you to manage and analyze results acquired from fiber optic test modules and instruments., source_sentence: More than 273 people have died from the 2019-20 coronavirus outside mainland China .
sentences: More than 3,700 people have died : around 3,100 in mainland China and around 550 in all other countries combined ., More than 3,200 people have died : almost 3,000 in mainland China and around 275 in other countries ., more than 4,900 deaths have been attributed to COVID-19 ., source_sentence: Ultrasound, a diagnostic technology, uses high-frequency vibrations transmitted into any tissue in contact with the transducer.
sentences: What diagnostic technology uses high-frequency vibrations transmitted into any tissue in contact with the transducer?, The abnormal cells cannot carry oxygen properly and can get stuck where?, What type of organism is a bacteria?, source_sentence: When you add moles of gas to a baloon by blowing it up, the volume increases.
sentences: What shape is the lens of the eye?, What happens to the volume of a balloon when you add moles of gas to it by blowing up?, Most turtle bodies are covered by a special bony or cartilaginous shell developed from their what?, source_sentence: What was the name of eleven rulers of the 19th and 20th Egyptian dynasties?
sentences: Airlines Yugoslavia 1968 - 1968 Renamed ^ Comments : Aviogenex was formed on 21May1968 as Genex Airlines. Restarted under current name on 30Apr1969 & liquidated in Feb2015 ^ Genealogy : Genex Airlines >Aviogenex 1968 - 1986 Renamed ^ Comments : Adria Airways was formed on 14Mar1961 & operations started on 30Jun1961 as Adria Airways, renamed to Inex in 1968 and back to Adria again in 1986. National airline of Slovenia ^ Genealogy : Adria Airways >Inex Adria Airways >Adria Airways JAT (Jugoslovenski Aerotransport) 1947 - 2003 Renamed ^ Comments : Air Serbia was founded as Aeroput on 17Jun1927, renamed to JAT on 01Apr1947. Started ops on 15Apr1947, Renamed again on 08Aug2003 to JAT Airways & reformed as Air Serbia on 26Oct2013 ^ Genealogy : Aeroput >JAT (Jugoslovenski Aerotransport) >JAT Airways >Air Serbia Jugoslovenski Aerotransport, List of Rulers of Ancient Egypt and Nubia | Lists of Rulers | Heilbrunn Timeline of Art History | The Metropolitan Museum of Art The Metropolitan Museum of Art List of Rulers of Ancient Egypt and Nubia See works of art 30.8.234 52.127.4 Our knowledge of the succession of Egyptian kings is based on kinglists kept by the ancient Egyptians themselves. The most famous are the Palermo Stone, which covers the period from the earliest dynasties to the middle of Dynasty 5; the Abydos Kinglist, which Seti I had carved on his temple at Abydos; and the Turin Canon, a papyrus that covers the period from the earliest dynasties to the reign of Ramesses II. All are incomplete or fragmentary. We also rely on the History of Egypt written by Manetho in the third century B.C. A priest in the temple at Heliopolis, Manetho had access to many original sources and it was he who divided the kings into the thirty dynasties we use today. It is to this structure of dynasties and listed kings that we now attempt to link an absolute chronology of dates in terms of our own calendrical system. The process is made difficult by the fragmentary condition of the kinglists and by differences in the calendrical years used at various times. Some astronomical observations from the ancient Egyptians have survived, allowing us to calculate absolute dates within a margin of error. Synchronisms with the other civilizations of the ancient world are also of limited use., What is the "Jack Sprat" nursery rhyme? | Reference.com What is the "Jack Sprat" nursery rhyme? A: Quick Answer "Jack Sprat" is a traditional English nursery rhyme whose main verse says, "Jack Sprat could eat no fat. His wife could eat no lean. And so between them both, you see, they licked the platter clean." Though it was likely sung by children long before, "Jack Sprat" was first published around 1765 in the compilation "Mother Goose's Melody." Full Answer According to Rhymes.org, a U.K. website devoted to nursery rhyme lyrics and origins, the "Jack Sprat" nursery rhyme has its origins in British history. In one interpretation, Jack Sprat was King Charles I, who ruled England in the early part of the 17th century, and his wife was Queen Henrietta Maria. Parliament refused to finance the king's war with Spain, which made him lean. However, the queen fattened the coffers by levying an illegal war tax. In an alternative version, the "Jack Sprat" nursery rhyme is linked to King Richard and his brother John of the Robin Hood legend. Jack Sprat was King John, the usurper who tried to take over the crown when King Richard went off to fight in the Crusades in the 12th century. When King Richard was captured, John had to raise a ransom to rescue him, leaving the country lean. The wife was Joan, daughter of the Earl of Gloucester, the greedy wife of King John. However, after King Richard died and John became king, he had his marriage with Joan annulled.
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: 0.7673854808079448
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7776198286738142
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.782368447545155
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.7720687033298573
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.7882638792170585
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.7775073687564514
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.7669147371310585
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.7762894632049069
name: Spearman Dot
verified: no, type: pearson_max
value: 0.7882638792170585
name: Pearson Max
verified: no, type: spearman_max
value: 0.7776198286738142
name: Spearman Max
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: allNLI dev
type: allNLI-dev
metrics: type: cosine_accuracy
value: 0.708984375
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.8714957237243652
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.5913043478260869
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7768557071685791
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.4738675958188153
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.7861271676300579
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.5644305887001508
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.7109375
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 674.426025390625
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.5913043478260869
name: Dot F1
verified: no, type: dot_f1_threshold
value: 603.435302734375
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.4738675958188153
name: Dot Precision
verified: no, type: dot_recall
value: 0.7861271676300579
name: Dot Recall
verified: no, type: dot_ap
value: 0.5664868031504724
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.7109375
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 294.4728088378906
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.5935483870967742
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 401.1482849121094
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.4726027397260274
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.7976878612716763
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.5642688421649988
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.7109375
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 14.565500259399414
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.5913043478260869
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 18.60409164428711
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.4738675958188153
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.7861271676300579
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.5645557227019772
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.7109375
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 674.426025390625
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.5935483870967742
name: Max F1
verified: no, type: max_f1_threshold
value: 603.435302734375
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.4738675958188153
name: Max Precision
verified: no, type: max_recall
value: 0.7976878612716763
name: Max Recall
verified: no, type: max_ap
value: 0.5664868031504724
name: Max Ap
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: Qnli dev
type: Qnli-dev
metrics: type: cosine_accuracy
value: 0.6796875
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7726649045944214
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6925675675675677
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7317887544631958
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5758426966292135
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.8686440677966102
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.7302564198016936
name: Cosine Ap
verified: no, type: dot_accuracy
value: 0.67578125
name: Dot Accuracy
verified: no, type: dot_accuracy_threshold
value: 598.0419921875
name: Dot Accuracy Threshold
verified: no, type: dot_f1
value: 0.6912751677852348
name: Dot F1
verified: no, type: dot_f1_threshold
value: 565.4718017578125
name: Dot F1 Threshold
verified: no, type: dot_precision
value: 0.5722222222222222
name: Dot Precision
verified: no, type: dot_recall
value: 0.8728813559322034
name: Dot Recall
verified: no, type: dot_ap
value: 0.7300462025003271
name: Dot Ap
verified: no, type: manhattan_accuracy
value: 0.6796875
name: Manhattan Accuracy
verified: no, type: manhattan_accuracy_threshold
value: 404.8309020996094
name: Manhattan Accuracy Threshold
verified: no, type: manhattan_f1
value: 0.6933333333333332
name: Manhattan F1
verified: no, type: manhattan_f1_threshold
value: 444.99224853515625
name: Manhattan F1 Threshold
verified: no, type: manhattan_precision
value: 0.5714285714285714
name: Manhattan Precision
verified: no, type: manhattan_recall
value: 0.8813559322033898
name: Manhattan Recall
verified: no, type: manhattan_ap
value: 0.7369214156436785
name: Manhattan Ap
verified: no, type: euclidean_accuracy
value: 0.6796875
name: Euclidean Accuracy
verified: no, type: euclidean_accuracy_threshold
value: 18.790739059448242
name: Euclidean Accuracy Threshold
verified: no, type: euclidean_f1
value: 0.6934306569343065
name: Euclidean F1
verified: no, type: euclidean_f1_threshold
value: 19.35132598876953
name: Euclidean F1 Threshold
verified: no, type: euclidean_precision
value: 0.6089743589743589
name: Euclidean Precision
verified: no, type: euclidean_recall
value: 0.8050847457627118
name: Euclidean Recall
verified: no, type: euclidean_ap
value: 0.7307381840067684
name: Euclidean Ap
verified: no, type: max_accuracy
value: 0.6796875
name: Max Accuracy
verified: no, type: max_accuracy_threshold
value: 598.0419921875
name: Max Accuracy Threshold
verified: no, type: max_f1
value: 0.6934306569343065
name: Max F1
verified: no, type: max_f1_threshold
value: 565.4718017578125
name: Max F1 Threshold
verified: no, type: max_precision
value: 0.6089743589743589
name: Max Precision
verified: no, type: max_recall
value: 0.8813559322033898
name: Max Recall
verified: no, type: max_ap
value: 0.7369214156436785
name: Max Ap
verified: no
Likes: 0 | All-time downloads: 2
Created: 2024-10-20 22:06:27