Model: ayushexel/embed-all-MiniLM-L6-v2-squad-5-epochs
Author: ayushexel
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:44284, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:44284, loss:MultipleNegativesRankingLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: What are three games, in addition to Brick, which have been included with the iPod?
sentences: Video games are playable on various versions of iPods. The original iPod had the game Brick (originally invented by Apple's co-founder Steve Wozniak) included as an easter egg hidden feature; later firmware versions added it as a menu option. Later revisions of the iPod added three more games: Parachute, Solitaire, and Music Quiz., Video games are playable on various versions of iPods. The original iPod had the game Brick (originally invented by Apple's co-founder Steve Wozniak) included as an easter egg hidden feature; later firmware versions added it as a menu option. Later revisions of the iPod added three more games: Parachute, Solitaire, and Music Quiz., A very high resolution source may require more bandwidth than available in order to be transmitted without loss of fidelity. The lossy compression that is used in all digital HDTV storage and transmission systems will distort the received picture, when compared to the uncompressed source., source_sentence: Willett's first suggestion was to change clocks by 20 minutes how often?
sentences: In 1977, the Supreme Court's Coker v. Georgia decision barred the death penalty for rape of an adult woman, and implied that the death penalty was inappropriate for any offense against another person other than murder. Prior to the decision, the death penalty for rape of an adult had been gradually phased out in the United States, and at the time of the decision, the State of Georgia and the U.S. Federal government were the only two jurisdictions to still retain the death penalty for that offense. However, three states maintained the death penalty for child rape, as the Coker decision only imposed a ban on executions for the rape of an adult woman. In 2008, the Kennedy v. Louisiana decision barred the death penalty for child rape. The result of these two decisions means that the death penalty in the United States is largely restricted to cases where the defendant took the life of another human being. The current federal kidnapping statute, however, may be exempt because the death penalty applies if the victim dies in the perpetrator's custody, not necessarily by his hand, thus stipulating a resulting death, which was the wording of the objection. In addition, the Federal government retains the death penalty for non-murder offenses that are considered crimes against the state, including treason, espionage, and crimes under military jurisdiction., Some clock-shift problems could be avoided by adjusting clocks continuously or at least more gradually—for example, Willett at first suggested weekly 20-minute transitions—but this would add complexity and has never been implemented., Some clock-shift problems could be avoided by adjusting clocks continuously or at least more gradually—for example, Willett at first suggested weekly 20-minute transitions—but this would add complexity and has never been implemented., source_sentence: What sport Schwarzenegger played led to a trip to the gym that sparked his love of weightlifting?
sentences: Other regions host festivities of smaller extent, focused on the reenactment of traditional carnevalic customs, such as Tyrnavos (Thessaly), Kozani (West Macedonia), Rethymno (Crete) and in Xanthi (East Macedonia and Thrace). Tyrnavos holds an annual Phallus festival, a traditional "phallkloric" event in which giant, gaudily painted effigies of phalluses made of papier maché are paraded, and which women are asked to touch or kiss. Their reward for so doing is a shot of the famous local tsipouro alcohol spirit. Every year, from 1 to 8 January, mostly in regions of Western Macedonia, Carnival fiestas and festivals erupt. The best known is the Kastorian Carnival or "Ragoutsaria" (Gr. "Ραγκουτσάρια") [tags: Kastoria, Kastorian Carnival, Ragoutsaria, Ραγκουτσαρια, Καστοριά]. It takes place from 6 to 8 January with mass participation serenaded by brass bands, pipises, Macedonian and grand casa drums. It is an ancient celebration of nature's rebirth (fiestas for Dionysus (Dionysia) and Kronos (Saturnalia)), which ends the third day in a dance in the medieval square Ntoltso where the bands play at the same time., As a boy, Schwarzenegger played several sports, heavily influenced by his father. He picked up his first barbell in 1960, when his soccer coach took his team to a local gym. At the age of 14, he chose bodybuilding over soccer as a career. Schwarzenegger has responded to a question asking if he was 13 when he started weightlifting: "I actually started weight training when I was 15, but I'd been participating in sports, like soccer, for years, so I felt that although I was slim, I was well-developed, at least enough so that I could start going to the gym and start Olympic lifting." However, his official website biography claims: "At 14, he started an intensive training program with Dan Farmer, studied psychology at 15 (to learn more about the power of mind over body) and at 17, officially started his competitive career." During a speech in 2001, he said, "My own plan formed when I was 14 years old. My father had wanted me to be a police officer like he was. My mother wanted me to go to trade school." Schwarzenegger took to visiting a gym in Graz, where he also frequented the local movie theaters to see bodybuilding idols such as Reg Park, Steve Reeves, and Johnny Weissmuller on the big screen. When Reeves died in 2000, Schwarzenegger fondly remembered him: "As a teenager, I grew up with Steve Reeves. His remarkable accomplishments allowed me a sense of what was possible, when others around me didn't always understand my dreams. Steve Reeves has been part of everything I've ever been fortunate enough to achieve." In 1961, Schwarzenegger met former Mr. Austria Kurt Marnul, who invited him to train at the gym in Graz. He was so dedicated as a youngster that he broke into the local gym on weekends, when it was usually closed, so that he could train. "It would make me sick to miss a workout... I knew I couldn't look at myself in the mirror the next morning if I didn't do it." When Schwarzenegger was asked about his first movie experience as a boy, he replied: "I was very young, but I remember my father taking me to the Austrian theaters and seeing some newsreels. The first real movie I saw, that I distinctly remember, was a John Wayne movie.", As a boy, Schwarzenegger played several sports, heavily influenced by his father. He picked up his first barbell in 1960, when his soccer coach took his team to a local gym. At the age of 14, he chose bodybuilding over soccer as a career. Schwarzenegger has responded to a question asking if he was 13 when he started weightlifting: "I actually started weight training when I was 15, but I'd been participating in sports, like soccer, for years, so I felt that although I was slim, I was well-developed, at least enough so that I could start going to the gym and start Olympic lifting." However, his official website biography claims: "At 14, he started an intensive training program with Dan Farmer, studied psychology at 15 (to learn more about the power of mind over body) and at 17, officially started his competitive career." During a speech in 2001, he said, "My own plan formed when I was 14 years old. My father had wanted me to be a police officer like he was. My mother wanted me to go to trade school." Schwarzenegger took to visiting a gym in Graz, where he also frequented the local movie theaters to see bodybuilding idols such as Reg Park, Steve Reeves, and Johnny Weissmuller on the big screen. When Reeves died in 2000, Schwarzenegger fondly remembered him: "As a teenager, I grew up with Steve Reeves. His remarkable accomplishments allowed me a sense of what was possible, when others around me didn't always understand my dreams. Steve Reeves has been part of everything I've ever been fortunate enough to achieve." In 1961, Schwarzenegger met former Mr. Austria Kurt Marnul, who invited him to train at the gym in Graz. He was so dedicated as a youngster that he broke into the local gym on weekends, when it was usually closed, so that he could train. "It would make me sick to miss a workout... I knew I couldn't look at myself in the mirror the next morning if I didn't do it." When Schwarzenegger was asked about his first movie experience as a boy, he replied: "I was very young, but I remember my father taking me to the Austrian theaters and seeing some newsreels. The first real movie I saw, that I distinctly remember, was a John Wayne movie.", source_sentence: Of the languages of the are, what was the only approved language?
sentences: One language, Interlingua, was developed so that the languages of Western civilization would act as its dialects. Drawing from such concepts as the international scientific vocabulary and Standard Average European, linguists[who?] developed a theory that the modern Western languages were actually dialects of a hidden or latent language.[citation needed] Researchers at the International Auxiliary Language Association extracted words and affixes that they considered to be part of Interlingua's vocabulary. In theory, speakers of the Western languages would understand written or spoken Interlingua immediately, without prior study, since their own languages were its dialects. This has often turned out to be true, especially, but not solely, for speakers of the Romance languages and educated speakers of English. Interlingua has also been found to assist in the learning of other languages. In one study, Swedish high school students learning Interlingua were able to translate passages from Spanish, Portuguese, and Italian that students of those languages found too difficult to understand. It should be noted, however, that the vocabulary of Interlingua extends beyond the Western language families., At age eight, Beyoncé and childhood friend Kelly Rowland met LaTavia Roberson while in an audition for an all-girl entertainment group. They were placed into a group with three other girls as Girl's Tyme, and rapped and danced on the talent show circuit in Houston. After seeing the group, R&B producer Arne Frager brought them to his Northern California studio and placed them in Star Search, the largest talent show on national TV at the time. Girl's Tyme failed to win, and Beyoncé later said the song they performed was not good. In 1995 Beyoncé's father resigned from his job to manage the group. The move reduced Beyoncé's family's income by half, and her parents were forced to move into separated apartments. Mathew cut the original line-up to four and the group continued performing as an opening act for other established R&B girl groups. The girls auditioned before record labels and were finally signed to Elektra Records, moving to Atlanta Records briefly to work on their first recording, only to be cut by the company. This put further strain on the family, and Beyoncé's parents separated. On October 5, 1995, Dwayne Wiggins's Grass Roots Entertainment signed the group. In 1996, the girls began recording their debut album under an agreement with Sony Music, the Knowles family reunited, and shortly after, the group got a contract with Columbia Records., During the dictatorships of Miguel Primo de Rivera (1923–1930) and especially of Francisco Franco (1939–1975), all regional cultures were suppressed. All of the languages spoken in Spanish territory, except Spanish (Castilian) itself, were officially banned. Symbolising the Catalan people's desire for freedom, Barça became 'More than a club' (Més que un club) for the Catalans. According to Manuel Vázquez Montalbán, the best way for the Catalans to demonstrate their identity was by joining Barça. It was less risky than joining a clandestine anti-Franco movement, and allowed them to express their dissidence. During Franco's regime, however, the blaugrana team was granted profit due to its good relationship with the dictator at management level, even giving two awards to him., source_sentence: How many professional sports leagues have their headquarters in New York?
sentences: Biological anthropologists are interested in both human variation and in the possibility of human universals (behaviors, ideas or concepts shared by virtually all human cultures). They use many different methods of study, but modern population genetics, participant observation and other techniques often take anthropologists "into the field," which means traveling to a community in its own setting, to do something called "fieldwork." On the biological or physical side, human measurements, genetic samples, nutritional data may be gathered and published as articles or monographs., New York City is home to the headquarters of the National Football League, Major League Baseball, the National Basketball Association, the National Hockey League, and Major League Soccer. The New York metropolitan area hosts the most sports teams in these five professional leagues. Participation in professional sports in the city predates all professional leagues, and the city has been continuously hosting professional sports since the birth of the Brooklyn Dodgers in 1882. The city has played host to over forty major professional teams in the five sports and their respective competing leagues, both current and historic. Four of the ten most expensive stadiums ever built worldwide (MetLife Stadium, the new Yankee Stadium, Madison Square Garden, and Citi Field) are located in the New York metropolitan area. Madison Square Garden, its predecessor, as well as the original Yankee Stadium and Ebbets Field, are some of the most famous sporting venues in the world, the latter two having been commemorated on U.S. postage stamps., New York City is home to the headquarters of the National Football League, Major League Baseball, the National Basketball Association, the National Hockey League, and Major League Soccer. The New York metropolitan area hosts the most sports teams in these five professional leagues. Participation in professional sports in the city predates all professional leagues, and the city has been continuously hosting professional sports since the birth of the Brooklyn Dodgers in 1882. The city has played host to over forty major professional teams in the five sports and their respective competing leagues, both current and historic. Four of the ten most expensive stadiums ever built worldwide (MetLife Stadium, the new Yankee Stadium, Madison Square Garden, and Citi Field) are located in the New York metropolitan area. Madison Square Garden, its predecessor, as well as the original Yankee Stadium and Ebbets Field, are some of the most famous sporting venues in the world, the latter two having been commemorated on U.S. postage stamps.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: triplet
name: Triplet
dataset: name: gooqa dev
type: gooqa-dev
metrics: type: cosine_accuracy
value: 0.4129999876022339
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 10
Created: 2025-04-09 15:21:05