Model: tomaarsen/test-ModernBERT-base-nq-debiased-mnrl
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:100231, loss:DebiasedMultipleNegativesRankingLoss, en, dataset:sentence-transformers/natural-questions, arxiv:1908.10084, arxiv:2007.00224, base_model:answerdotai/ModernBERT-base, base_model:finetune:answerdotai/ModernBERT-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: answerdotai/ModernBERT-base
Card metadata: language: en
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:100231, loss:DebiasedMultipleNegativesRankingLoss
base_model: answerdotai/ModernBERT-base
widget: source_sentence: who led the army that defeated the aztecs
sentences: Spanish conquest of the Aztec Empire The Spanish conquest of the Aztec Empire, or the Spanish-Aztec War (1519-21)[3] was one of the most significant and complex events in world history. There are multiple sixteenth-century narratives of the events by Spanish conquerors, their indigenous allies, and the defeated Aztecs. It was not solely a contest between a small contingent of Spaniards defeating the Aztec Empire, but rather the creation of a coalition of Spanish invaders with tributaries to the Aztecs, and most especially the Aztecs' indigenous enemies and rivals. They combined forces to defeat the Mexica of Tenochtitlan over a two-year period. For the Spanish, the expedition to Mexico was part of a project of Spanish colonization of the New World after twenty-five years of permanent Spanish settlement and further exploration in the Caribbean. The Spanish made landfall in Mexico in 1517. A Spanish settler in Cuba, Hernán Cortés, led an expedition (entrada) to Mexico, landing in February 1519, following an earlier expedition led by Juan de Grijalva to Yucatán in 1517. Two years later Cortés and his retinue set sail, thus beginning the expedition of exploration and conquest.[4] The Spanish campaign against the Aztec Empire had its final victory on August 13, 1521, when a coalition army of Spanish forces and native Tlaxcalan warriors led by Cortés and Xicotencatl the Younger captured the emperor Cuauhtemoc and Tenochtitlan, the capital of the Aztec Empire. The fall of Tenochtitlan marks the beginning of Spanish rule in central Mexico, and they established their capital of Mexico City on the ruins of Tenochtitlan., The Girl with All the Gifts Justineau awakens in the Rosalind Franklin. Melanie leads her to a group of intelligent hungries, to whom Justineau, wearing an environmental protection suit, starts teaching the alphabet., Wendy Makkena In 1992 she had a supporting role in the movie Sister Act as the shy but talented singing nun Sister Mary Robert, a role she reprised in Sister Act 2: Back in the Habit the following year. She appeared in various other television roles until 1997, when she starred in Air Bud, followed by the independent film Finding North. She continued appearing on television shows such as The Job, Oliver Beene, and Listen Up![citation needed], source_sentence: who went to the most nba finals in a row
sentences: List of NBA franchise post-season streaks The San Antonio Spurs hold the longest active consecutive playoff appearances with 21 appearances, starting in the 1998 NBA Playoffs (also the longest active playoff streak in any major North American sports league as of 2017). The Spurs have won five NBA championships during the streak. The Philadelphia 76ers (formerly known as Syracuse Nationals) hold the all-time record for consecutive playoff appearances with 22 straight appearances between 1950 and 1971. The 76ers won two NBA championships during their streak. The Boston Celtics hold the longest consecutive NBA Finals appearance streak with ten appearances between 1957 and 1966. During the streak, the Celtics won eight consecutive NBA championshipsâ€”also an NBA record., Dear Dumb Diary Dear Dumb Diary is a series of children's novels by Jim Benton. Each book is written in the first person view of a middle school girl named Jamie Kelly. The series is published by Scholastic in English and Random House in Korean. Film rights to the series have been optioned by the Gotham Group.[2], Voting rights in the United States Eligibility to vote in the United States is established both through the federal constitution and by state law. Several constitutional amendments (the 15th, 19th, and 26th specifically) require that voting rights cannot be abridged on account of race, color, previous condition of servitude, sex, or age for those above 18; the constitution as originally written did not establish any such rights during 1787â€“1870. In the absence of a specific federal law or constitutional provision, each state is given considerable discretion to establish qualifications for suffrage and candidacy within its own respective jurisdiction; in addition, states and lower level jurisdictions establish election systems, such as at-large or single member district elections for county councils or school boards., source_sentence: who did the vocals on mcdonald's jingle i'm loving it
sentences: I'm Lovin' It (song) "I'm Lovin' It" is a song recorded by American singer-songwriter Justin Timberlake. It was written by Pusha T and produced by The Neptunes., Vallabhbhai Patel As the first Home Minister and Deputy Prime Minister of India, Patel organised relief efforts for refugees fleeing from Punjab and Delhi and worked to restore peace across the nation. He led the task of forging a united India, successfully integrating into the newly independent nation those British colonial provinces that had been "allocated" to India. Besides those provinces that had been under direct British rule, approximately 565 self-governing princely states had been released from British suzerainty by the Indian Independence Act of 1947. Employing frank diplomacy with the expressed option to deploy military force, Patel persuaded almost every princely state to accede to India. His commitment to national integration in the newly independent country was total and uncompromising, earning him the sobriquet "Iron Man of India".[3] He is also affectionately remembered as the "Patron saint of India's civil servants" for having established the modern all-India services system. He is also called the Unifier of India.[4], National debt of the United States As of July 31, 2018, debt held by the public was $15.6 trillion and intragovernmental holdings were $5.7 trillion, for a total or "National Debt" of $21.3 trillion.[5] Debt held by the public was approximately 77% of GDP in 2017, ranked 43rd highest out of 207 countries.[6] The Congressional Budget Office forecast in April 2018 that the ratio will rise to nearly 100% by 2028, perhaps higher if current policies are extended beyond their scheduled expiration date.[7] As of December 2017, $6.3 trillion or approximately 45% of the debt held by the public was owned by foreign investors, the largest being China (about $1.18 trillion) then Japan (about $1.06 trillion).[8], source_sentence: who is the actress of harley quinn in suicide squad
sentences: Tariffs in United States history Tariffs were the main source of revenue for the federal government from 1789 to 1914. During this period, there was vigorous debate between the various political parties over the setting of tariff rates. In general Democrats favored a tariff that would pay the cost of government, but no higher. Whigs and Republicans favored higher tariffs to protect and encourage American industry and industrial workers. Since the early 20th century, however, U.S. tariffs have been very low and have been much less a matter of partisan debate., The Rolling Stones The Rolling Stones are an English rock band formed in London, England in 1962. The first stable line-up consisted of Brian Jones (guitar, harmonica), Mick Jagger (lead vocals), Keith Richards (guitar, backing vocals), Bill Wyman (bass), Charlie Watts (drums), and Ian Stewart (piano). Stewart was removed from the official line-up in 1963 but continued as a touring member until his death in 1985. Jones left the band less than a month prior to his death in 1969, having already been replaced by Mick Taylor, who remained until 1974. After Taylor left the band, Ronnie Wood took his place in 1975 and has been on guitar in tandem with Richards ever since. Following Wyman's departure in 1993, Darryl Jones joined as their touring bassist. Touring keyboardists for the band have been Nicky Hopkins (1967–1982), Ian McLagan (1978–1981), Billy Preston (through the mid-1970s) and Chuck Leavell (1982–present). The band was first led by Brian Jones, but after developing into the band's songwriters, Jagger and Richards assumed leadership while Jones dealt with legal and personal troubles., Margot Robbie After moving to the United States, Robbie starred in the short-lived ABC drama series Pan Am (2011–2012). In 2013, she made her big screen debut in Richard Curtis's romantic comedy-drama film About Time and co-starred in Martin Scorsese's biographical black comedy The Wolf of Wall Street. In 2015, Robbie co-starred in the romantic comedy-drama film Focus, appeared in the romantic World War II drama film Suite Française and starred in the science fiction film Z for Zachariah. That same year, she played herself in The Big Short. In 2016, she portrayed Jane Porter in the action-adventure film The Legend of Tarzan and Harley Quinn in the superhero film Suicide Squad. She appeared on Time magazine's "The Most Influential People of 2017" list.[4], source_sentence: what is meaning of am and pm in time
sentences: America's Got Talent America's Got Talent (often abbreviated as AGT) is a televised American talent show competition, broadcast on the NBC television network. It is part of the global Got Talent franchise created by Simon Cowell, and is produced by Fremantle North America and SYCOtv, with distribution done by Fremantle. Since its premiere in June 2006, each season is run during the network's summer schedule, with the show having featured various hosts - it is currently hosted by Tyra Banks, since 2017.[2] It is the first global edition of the franchise, after plans for a British edition in 2005 were suspended, following a dispute between Paul O'Grady, the planned host, and the British broadcaster ITV; production of this edition later resumed in 2007.[3], Times Square Times Square is a major commercial intersection, tourist destination, entertainment center and neighborhood in the Midtown Manhattan section of New York City at the junction of Broadway and Seventh Avenue. It stretches from West 42nd to West 47th Streets.[1] Brightly adorned with billboards and advertisements, Times Square is sometimes referred to as "The Crossroads of the World",[2] "The Center of the Universe",[3] "the heart of The Great White Way",[4][5][6] and the "heart of the world".[7] One of the world's busiest pedestrian areas,[8] it is also the hub of the Broadway Theater District[9] and a major center of the world's entertainment industry.[10] Times Square is one of the world's most visited tourist attractions, drawing an estimated 50 million visitors annually.[11] Approximately 330,000 people pass through Times Square daily,[12] many of them tourists,[13] while over 460,000 pedestrians walk through Times Square on its busiest days.[7], 12-hour clock The 12-hour clock is a time convention in which the 24 hours of the day are divided into two periods:[1] a.m. (from the Latin, ante meridiem, meaning before midday) and p.m. (post meridiem, meaning past midday).[2] Each period consists of 12 hours numbered: 12 (acting as zero),[3] 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, and 11. The 24 hour/day cycle starts at 12 midnight (often indicated as 12 a.m.), runs through 12 noon (often indicated as 12 p.m.), and continues to the midnight at the end of the day. The 12-hour clock was developed over time from the mid-second millennium BC to the 16th century AD.
datasets: sentence-transformers/natural-questions
pipeline_tag: sentence-similarity
library_name: sentence-transformers
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
model-index: name: SentenceTransformer based on answerdotai/ModernBERT-base
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: cosine_accuracy@1
value: 0.14
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.24
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.4
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.14
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.07999999999999999
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.06
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.04000000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.14
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.24
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.3
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.4
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.25076046577886124
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.20557936507936506
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.21939187046366332
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoHotpotQA
type: NanoHotpotQA
metrics: type: cosine_accuracy@1
value: 0.14
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.28
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.36
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.14
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.09333333333333332
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.064
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.038
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.07
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.14
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.16
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.19
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.15720914647954295
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.2121904761904762
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.12322210117624575
name: Cosine Map@100
verified: no, task: type: nano-beir
name: Nano BEIR
dataset: name: NanoBEIR mean
type: NanoBEIR_mean
metrics: type: cosine_accuracy@1
value: 0.14
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.26
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.3
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.38
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.14
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.08666666666666666
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.062
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.03900000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.10500000000000001
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.19
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.22999999999999998
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.29500000000000004
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2039848061292021
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.20888492063492065
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.17130698581995454
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 86
Created: 2025-01-08 11:59:59