Model: ayushexel/emb-bge-base-en-v1.5-squad-2-epochs
Author: ayushexel
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:44282, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:BAAI/bge-base-en-v1.5, base_model:finetune:BAAI/bge-base-en-v1.5, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:44282, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-base-en-v1.5
widget: source_sentence: Does strength come from the walls or cavities of wood cells?
sentences: In temperate softwoods there often is a marked difference between latewood and earlywood. The latewood will be denser than that formed early in the season. When examined under a microscope the cells of dense latewood are seen to be very thick-walled and with very small cell cavities, while those formed first in the season have thin walls and large cell cavities. The strength is in the walls, not the cavities. Hence the greater the proportion of latewood the greater the density and strength. In choosing a piece of pine where strength or stiffness is the important consideration, the principal thing to observe is the comparative amounts of earlywood and latewood. The width of ring is not nearly so important as the proportion and nature of the latewood in the ring., In temperate softwoods there often is a marked difference between latewood and earlywood. The latewood will be denser than that formed early in the season. When examined under a microscope the cells of dense latewood are seen to be very thick-walled and with very small cell cavities, while those formed first in the season have thin walls and large cell cavities. The strength is in the walls, not the cavities. Hence the greater the proportion of latewood the greater the density and strength. In choosing a piece of pine where strength or stiffness is the important consideration, the principal thing to observe is the comparative amounts of earlywood and latewood. The width of ring is not nearly so important as the proportion and nature of the latewood in the ring., All of these elements struck a chord with the older readers, such as college-aged adults, and they successfully gained in a way not seen before. In 1965, Spider-Man and the Hulk were both featured in Esquire magazine's list of 28 college campus heroes, alongside John F. Kennedy and Bob Dylan. In 2009 writer Geoff Boucher reflected that, "Superman and DC Comics instantly seemed like boring old Pat Boone; Marvel felt like The Beatles and the British Invasion. It was Kirby's artwork with its tension and psychedelia that made it perfect for the times—or was it Lee's bravado and melodrama, which was somehow insecure and brash at the same time?", source_sentence: What was Brian May's zodiac sign?
sentences: After the decline of Aksum, the Eritrean highlands were under the domain of Bahr Negash ruled by the Bahr Negus. The area was then known as Ma'ikele Bahr ("between the seas/rivers," i.e. the land between the Red Sea and the Mereb river). It was later renamed under Emperor Zara Yaqob as the domain of the Bahr Negash, the Medri Bahri ("Sea land" in Tingrinya, although it included some areas like Shire on the other side of the Mereb, today in Ethiopia). With its capital at Debarwa, the state's main provinces were Hamasien, Serae and Akele Guzai., In 1963, the teenage Brian May and his father custom-built his signature guitar Red Special, which was purposely designed to feedback. Sonic experimentation figured heavily in Queen's songs. A distinctive characteristic of Queen's music are the vocal harmonies which are usually composed of the voices of May, Mercury, and Taylor best heard on the studio albums A Night at the Opera and A Day at the Races. Some of the ground work for the development of this sound can be attributed to their former producer Roy Thomas Baker, and their engineer Mike Stone. Besides vocal harmonies, Queen were also known for multi-tracking voices to imitate the sound of a large choir through overdubs. For instance, according to Brian May, there are over 180 vocal overdubs in "Bohemian Rhapsody". The band's vocal structures have been compared with the Beach Boys, but May stated they were not "much of an influence"., Having attended art college, Mercury also designed Queen's logo, called the Queen crest, shortly before the release of the band's first album. The logo combines the zodiac signs of all four members: two lions for Leo (Deacon and Taylor), a crab for Cancer (May), and two fairies for Virgo (Mercury). The lions embrace a stylised letter Q, the crab rests atop the letter with flames rising directly above it, and the fairies are each sheltering below a lion. There is also a crown inside the Q and the whole logo is over-shadowed by an enormous phoenix. The whole symbol bears a passing resemblance to the Royal coat of arms of the United Kingdom, particularly with the lion supporters. The original logo, as found on the reverse-side of the first album cover, was a simple line drawing but more intricate colour versions were used on later sleeves., source_sentence: What musician joined Kanye West on the song "Only One"?
sentences: Modern Nationalism, as developed especially since the French Revolution, has made the distinction between "language" and "dialect" an issue of great political importance. A group speaking a separate "language" is often seen as having a greater claim to being a separate "people", and thus to be more deserving of its own independent state, while a group speaking a "dialect" tends to be seen not as "a people" in its own right, but as a sub-group, part of a bigger people, which must content itself with regional autonomy.[citation needed] The distinction between language and dialect is thus inevitably made at least as much on a political basis as on a linguistic one, and can lead to great political controversy, or even armed conflict., In June 2013, West and television personality Kim Kardashian announced the birth of their first child, North. In October 2013, the couple announced their engagement to widespread media attention. November 2013, West stated that he was beginning work on his next studio album, hoping to release it by mid-2014, with production by Rick Rubin and Q-Tip. In December 2013, Adidas announced the beginning of an official apparel collaboration with West, to be premiered the following year. In May 2014, West and Kardashian were married in a private ceremony in Florence, Italy, with a variety of artists and celebrities in attendance. West released a single, "Only One", featuring Paul McCartney, on December 31, 2014. "FourFiveSeconds", a single jointly produced with Rihanna and McCartney, was released in January 2015. West also appeared on the Saturday Night Live 40th Anniversary Special, where he premiered a new song entitled "Wolves", featuring Sia Furler and fellow Chicago rapper, Vic Mensa. In February 2015, West premiered his clothing collaboration with Adidas, entitled Yeezy Season 1, to generally positive reviews. This would include West's Yeezy Boost sneakers. In March 2015, West released the single "All Day" featuring Theophilus London, Allan Kingdom and Paul McCartney. West performed the song at the 2015 BRIT Awards with a number of US rappers and UK grime MC's including: Skepta, Wiley, Novelist, Fekky, Krept & Konan, Stormzy, Allan Kingdom, Theophilus London and Vic Mensa. He would premiere the second iteration of his clothing line, Yeezy Season 2, in September 2015 at New York Fashion Week., As of 2013, West has won a total of 21 Grammy Awards, making him one of the most awarded artists of all-time. About.com ranked Kanye West No. 8 on their "Top 50 Hip-Hop Producers" list. On May 16, 2008, Kanye West was crowned by MTV as the year's No. 1 "Hottest MC in the Game." On December 17, 2010, Kanye West was voted as the MTV Man of the Year by MTV. Billboard ranked Kanye West No. 3 on their list of Top 10 Producers of the Decade. West ties with Bob Dylan for having topped the annual Pazz & Jop critic poll the most number of times ever, with four number-one albums each. West has also been included twice in the Time 100 annual lists of the most influential people in the world as well as being listed in a number of Forbes annual lists., source_sentence: What was Berners-Lee a director of?
sentences: The first web browser was invented in 1990 by Sir Tim Berners-Lee. Berners-Lee is the director of the World Wide Web Consortium (W3C), which oversees the Web's continued development, and is also the founder of the World Wide Web Foundation. His browser was called WorldWideWeb and later renamed Nexus., A particular criticism of the Buddha was Vedic animal sacrifice.[web 18] He also mocked the Vedic "hymn of the cosmic man". However, the Buddha was not anti-Vedic, and declared that the Veda in its true form was declared by "Kashyapa" to certain rishis, who by severe penances had acquired the power to see by divine eyes. He names the Vedic rishis, and declared that the original Veda of the rishis[note 25] was altered by a few Brahmins who introduced animal sacrifices. The Buddha says that it was on this alteration of the true Veda that he refused to pay respect to the Vedas of his time. However, he did not denounce the union with Brahman,[note 26] or the idea of the self uniting with the Self. At the same time, the traditional Hindu itself gradually underwent profound changes, transforming it into what is recognized as early Hinduism., The first web browser was invented in 1990 by Sir Tim Berners-Lee. Berners-Lee is the director of the World Wide Web Consortium (W3C), which oversees the Web's continued development, and is also the founder of the World Wide Web Foundation. His browser was called WorldWideWeb and later renamed Nexus., source_sentence: Who wrote 182 papers dealing with the hibernation of swallows?
sentences: This means that a 5% reduction in operating voltage will more than double the life of the bulb, at the expense of reducing its light output by about 16%. This may be a very acceptable trade off for a light bulb that is in a difficult-to-access location (for example, traffic lights or fixtures hung from high ceilings). Long-life bulbs take advantage of this trade-off. Since the value of the electric power they consume is much more than the value of the lamp, general service lamps emphasize efficiency over long operating life. The objective is to minimize the cost of light, not the cost of lamps. Early bulbs had a life of up to 2500 hours, but in 1924 a cartel agreed to limit life to 1000 hours. When this was exposed in 1953, General Electric and other leading American manufacturers were banned from limiting the life., Aristotle however suggested that swallows and other birds hibernated. This belief persisted as late as 1878, when Elliott Coues listed the titles of no less than 182 papers dealing with the hibernation of swallows. Even the "highly observant" Gilbert White, in his posthumously published 1789 The Natural History of Selborne, quoted a man's story about swallows being found in a chalk cliff collapse "while he was a schoolboy at Brighthelmstone", though the man denied being an eyewitness. However, he also writes that "as to swallows being found in a torpid state during the winter in the Isle of Wight or any part of this country, I never heard any such account worth attending to", and that if early swallows "happen to find frost and snow they immediately withdraw for a time—a circumstance this much more in favour of hiding than migration", since he doubts they would "return for a week or two to warmer latitudes"., Aristotle however suggested that swallows and other birds hibernated. This belief persisted as late as 1878, when Elliott Coues listed the titles of no less than 182 papers dealing with the hibernation of swallows. Even the "highly observant" Gilbert White, in his posthumously published 1789 The Natural History of Selborne, quoted a man's story about swallows being found in a chalk cliff collapse "while he was a schoolboy at Brighthelmstone", though the man denied being an eyewitness. However, he also writes that "as to swallows being found in a torpid state during the winter in the Isle of Wight or any part of this country, I never heard any such account worth attending to", and that if early swallows "happen to find frost and snow they immediately withdraw for a time—a circumstance this much more in favour of hiding than migration", since he doubts they would "return for a week or two to warmer latitudes".
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on BAAI/bge-base-en-v1.5
results: task: type: triplet
name: Triplet
dataset: name: gooqa dev
type: gooqa-dev
metrics: type: cosine_accuracy
value: 0.4115999937057495
name: Cosine Accuracy
verified: no
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Created: 2025-04-09 15:20:13