Model: tomaarsen/mpnet-base-natural-questions-icl
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:100231, loss:ImprovedContrastiveLoss, en, dataset:sentence-transformers/natural-questions, arxiv:1908.10084, 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: sentence-transformers/natural-questions
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:100231, loss:ImprovedContrastiveLoss
widget: source_sentence: when did the british leave new york city
sentences: Golden State Warriors The Golden State Warriors are an American professional basketball team based in Oakland, California. The Warriors compete in the National Basketball Association (NBA) as a member of the league's Western Conference Pacific Division. The Warriors play their home games at the Oracle Arena in Oakland. The Warriors have reached nine NBA Finals, winning five NBA championships in 1947,[b] 1956, 1975, 2015 and 2017. Golden State's five NBA championships are tied for fourth-most in NBA history with the San Antonio Spurs, and behind only the Boston Celtics (17), Los Angeles Lakers (16) and Chicago Bulls (6). As of 2017, the Warriors are the third most valuable NBA franchise according to Forbes, with an estimated value of $2.6Â billion.[6], Evacuation Day (New York) Evacuation Day on November 25 marks the day in 1783 when British troops departed from New York City on Manhattan Island, after the end of the American Revolutionary War. After this British Army evacuation, General George Washington triumphantly led the Continental Army from his former headquarters, north of the city, across the Harlem River south down Manhattan through the town to The Battery at the foot of Broadway.[1], Biochemical oxygen demand BOD can be used as a gauge of the effectiveness of wastewater treatment plants. It is listed as a conventional pollutant in the U.S. Clean Water Act.[2], source_sentence: what is the newest generation of the ipad
sentences: Alex Karev Alex is fired by Dr. Lebackes when Maggie Pierce accidentally reveals to him that Karev was thinking about leaving the job. Webber recommended Bailey to fill Yang's board seat after she left, so Bailey and Alex fight over the chair. They both make presentations to the board and eventually Bailey wins, with a unanimous vote in her favor. He is hired back as an attending Peds surgeon and takes over full-time as Arizona pursues a fellowship with Dr. Herman. Alex continues to date Jo and his friendship with Meredith grows stronger than ever, with him taking on the role of her new person. When Derek dies and Meredith runs away, Alex is upset by her leaving without telling him where she went and calls her everyday. Eventually she calls him, tells him she is okay, and to stop calling. When she goes into labor and gives birth to Ellis Shepherd, Alex goes to see her since he is her emergency contact. He brings Meredith and her kids back to her house. She asks to move back in with him in her old house. Alex sells Meredith back the house and he and Jo rent a loft., List of presidents of the United States by age The median age upon accession to the presidency is 55 years and 3 months. This is how old Lyndon B. Johnson was at the time of his inauguration. The youngest person to assume the office was Theodore Roosevelt, who became president at the age of 42 years, 322 days, following William McKinley's assassination; the oldest was Donald Trump, who was 70 years, 220 days old at his inauguration. The youngest person to be elected president was John F. Kennedy, at 43 years, 163 days of age on election day; the oldest was Ronald Reagan, who was 73 years, 274 days old at the time of his election to a second term., iPad (2018) The iPad (officially sixth-generation iPad) is a 9.7-inch (25cm) tablet computer designed, developed, and marketed by Apple Inc. It was announced on March 27, 2018 during an education-focused event in Chicago and it is a revision of the 2017 model, upgraded with the Apple A10 Fusion SoC and support for styluses such as Apple Pencil.[2] The iPad is marketed towards educators and schools., source_sentence: what is the average speed of passenger airplane
sentences: Fixed exchange-rate system In the 21st century, the currencies associated with large economies typically do not fix or peg exchange rates to other currencies. The last large economy to use a fixed exchange rate system was the People's Republic of China which, in July 2005, adopted a slightly more flexible exchange rate system called a managed exchange rate.[2] The European Exchange Rate Mechanism is also used on a temporary basis to establish a final conversion rate against the Euro (â‚¬) from the local currencies of countries joining the Eurozone., Tenth Doctor The Tenth Doctor is an incarnation of the Doctor, the protagonist of the BBC science fiction television programme Doctor Who, who is played by David Tennant in three series as well as nine specials. As with previous incarnations of the Doctor, the character has also appeared in other Doctor Who spin-offs. In the programme's narrative, the Doctor is a centuries-old Time Lord alien from the planet Gallifrey who travels in time in his TARDIS, frequently with companions. When the Doctor is critically injured beyond medical repair, he can regenerate his body; in doing so, his physical appearance and personality change, and a new actor assumes the role. Tennant's portrayal of the Doctor is of an outwardly charismatic and charming adventurer whose likable and easygoing attitude can quickly turn to righteous fury when provoked., Cruise (aeronautics) The typical cruising airspeed for a long-distance commercial passenger aircraft is approximately 475–500 knots (878–926 km/h; 546–575 mph)., source_sentence: when is cars three going to be released
sentences: Benedict's reagent The color of the obtained precipitate gives an idea about the quantity of sugar present in the solution, hence the test is semi-quantitative. A greenish precipitate indicates about 0.5 g% concentration; yellow precipitate indicates 1 g% concentration; orange indicates 1.5 g% and red indicates 2 g% or higher concentration., Cars 3 The film was released on June 16, 2017, has grossed over $362 million worldwide and received generally positive reviews, with many critics considering it an improvement over its predecessor, as well as praising its emotional story and animation.[7], Sleeping Beauty At the christening of a king and queen's long-wished-for child, seven good fairies are invited to be godmothers to the infant princess. The fairies attend the banquet at the palace. Each fairy is presented with a golden plate and drinking cups adorned with jewels. Soon after, an old fairy enters the palace and is seated with a plate of fine china and a crystal drinking glass. This old fairy is overlooked because she has been within a tower for many years and everyone had believed her to be deceased. Six of the other seven fairies then offer their gifts of beauty, wit, grace, dance, song, and goodness to the infant princess. The evil fairy is very angry about having been forgotten, and as her gift, enchants the infant princess so that she will one day prick her finger on a spindle of a spinning wheel and die. The seventh fairy, who hasn't yet given her gift, attempts to reverse the evil fairy's curse. However, she can only do so partially. Instead of dying, the Princess will fall into a deep sleep for 100 years and be awakened by a kiss from a king's son., source_sentence: who was ancient china's main enemy that lived to the north
sentences: Betty Lynn Elizabeth Ann Theresa "Betty" Lynn[1] (born August 29, 1926) is a former American actress. She is best known for her role as Thelma Lou, Deputy Barney Fife's girlfriend, on The Andy Griffith Show., Sampath Bank Sampath Bank PLC is a licensed commercial bank incorporated in Sri Lanka in 1986 with 229 branches and 373 ATMs island wide. It has won the "Bank of the Year" award by "The Banker" of Financial Times Limited â€“ London, for the second consecutive year and the "National Business Excellence Awards 2010".[citation needed] It has become the third largest private sector bank in Sri Lanka with Rs. 453 billion in deposits as of 30 June 2016.[1], Sui dynasty The Sui Dynasty (Chinese: 隋朝; pinyin: Suí cháo) was a short-lived imperial dynasty of China of pivotal significance. The Sui unified the Northern and Southern dynasties and reinstalled the rule of ethnic Han Chinese in the entirety of China proper, along with sinicization of former nomadic ethnic minorities (the Five Barbarians) within its territory. It was succeeded by the Tang dynasty, which largely inherited its foundation.
co2_eq_emissions: emissions: 171.00505800984172
energy_consumed: 0.4399387140015789
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: 1.139
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: MPNet base trained on Natural Questions pairs
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: natural questions dev
type: natural-questions-dev
metrics: type: cosine_accuracy@1
value: 0.5886032645880168
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8148763561724172
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8832958655067931
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9410614798162448
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5886032645880168
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27162545205747235
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.17665917310135862
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09410614798162449
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5886032645880168
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8148763561724172
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8832958655067931
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9410614798162448
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.769304304207993
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7136417796519368
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7163262351468975
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.5153943896002345
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.7485094321180725
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.8219137914182387
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.8932655654383735
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.5153943896002345
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.2495031440393575
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.16438275828364773
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.08932655654383737
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.5153943896002345
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.7485094321180725
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.8219137914182387
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.8932655654383735
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.7056782708639685
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.6453053511503243
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.6498747716288641
name: Dot Map@100
verified: no
Likes: 0 | All-time downloads: 144
Created: 2024-06-25 14:22:37