Model: tartspuppy/bert-base-uncased-tsdae-encoder
Author: tartspuppy
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:21196, loss:DenoisingAutoEncoderLoss, arxiv:1908.10084, arxiv:2104.06979, base_model:google-bert/bert-base-uncased, base_model:finetune:google-bert/bert-base-uncased, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: google-bert/bert-base-uncased
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:21196, loss:DenoisingAutoEncoderLoss
base_model: google-bert/bert-base-uncased
widget: source_sentence: Oldham also has Fencing, Marshall Club is a Competitive of its competing on stage . They train times old South High.
sentences: Several leading batsmen opposed the new law , including the professional Herbert <unk> , known as an exponent of pad @-@ play , and amateurs Errol Holmes and Bob Wyatt . Wisden <unk> ' <unk> noted that these three improved their batting records during the 1935 season , but batsmen generally were less successful . There were also fewer drawn matches . There was an increase in the number of lbws — out of 1 @,@ 560 lbw dismissals in first @-@ class matches in 1935 , 483 were given under the amended law . Wisden judged the experiment a success and several of its opponents changed their mind by the end of the season ; batsmen soon became accustomed to the alteration . Although Australian authorities were less convinced , and did not immediately introduce the revision into domestic first @-@ class cricket , in 1937 the new rule became part of the Laws of Cricket ., Oldham also has a Fencing Club , Marshall Fencing Club is a Competitive Fencing Club with most of its members competing on the national stage . They train three times a week at the old South Chadderton High School ., While overseeing an initial <unk> of American involvement in the Vietnam War , he subsequently ended U.S. involvement in 1973 , and eliminated the draft . <unk> , his administration generally embraced policies that transferred power from Washington to the states . Among other things , he initiated wars on cancer and drugs , imposed wage and price controls , enforced <unk> of Southern schools and established the Environmental Protection Agency . Though he presided over Apollo 11 and the subsequent lunar landings , he later scaled back manned space exploration . In 1972 , he was reelected by a landslide , the largest to that date . The Watergate scandal , which would consume the larger part of his second term , resulted in his ultimate resignation on August 4 , 1974 ., source_sentence: Randy contributed tracks on the album, was the honest record's made . 't care thought of the lyrics . They were only important her "Carey of Def Leppard's song "Bringin Heartbreak . During the photo shoot for Charmbracelet, Carey happened to Def Leppard's Vault (1995), which contains the song and decided to cover In an interview with, Carey said the song is "an of her musical diversity . Jackson on "My Saving ", which Carey said describes thoughts about and process . While Capri Carey became ill cancer and she returned to New York to spend time he after In his, Carey and produced the song Sunflowers Carey song represents "his of the family is kind of hard to talk about . "be "for, and she sang it only in studio DJ <unk> songs for the, but of them were
sentences: = = Taxonomy and phylogeny = =, Outside Japan , Destiny 2 was released in China and South Korea by Sony Computer Entertainment in 2003 : the Korean version was released on March 27 , and the Chinese version was released on August 14 . The game was going to be part of a world tour by Sony Computer Entertainment to promote the next generation of role @-@ playing games , but the tensions between America and Iraq at the time and the consequent risks of a terrorist attack caused them to cancel the trip . Asked at the launch event whether an overseas version of the game was being developed , producer Makoto <unk> said he was " not certain " . The PSP port was released in South Korea by Namco Bandai Games 's local branch on March 5 , 2007 . Neither the original nor the port has been released in the west , making it one of three mainline Tales titles to remain exclusive to Japan ., Randy Jackson contributed to four tracks on the album , and said it was " the most real and honest record she 's made . She didn 't care what anyone thought of the lyrics . They were only important to her . " Carey included a cover of Def Leppard 's song " Bringin ' On the Heartbreak " . During the photo shoot for Charmbracelet at Capri , Carey happened to listen to Def Leppard 's album Vault ( 1995 ) , which contains the song , and decided to cover it . In an interview with Billboard , Carey said that the song is " an example of her musical diversity " . Jackson also worked on " My Saving Grace " , which Carey said describes her thoughts about the writing , recording and mastering process . While working in Capri , Carey 's father became ill with cancer and she returned to New York to spend some time with him ; he died soon after . In his memory , Carey wrote and produced the song " Sunflowers for Alfred Roy " . Carey said that the song represents " his side of the family and is kind of hard to talk about . " The song proved to be " very emotional " for Carey , and she sang it only once in the studio . DJ <unk> also produced songs for the album , but none of them were included ., source_sentence: = = = Allied =
sentences: = = = Allied planning = = =, = = = English colonists = = =, Germany advocated quick recognition of Croatia , stating that it wanted to stop ongoing violence in Serb @-@ inhabited areas . It was opposed by France , the United Kingdom , and the Netherlands , but the countries agreed to pursue a common approach and avoid unilateral actions . On 10 October , two days after the Croatian Parliament confirmed the declaration of independence , the EEC decided to postpone any decision to recognize Croatia for two months , deciding to recognize Croatian independence in two months if the war had not ended by then . As the deadline expired , Germany presented its decision to recognize Croatia as its policy and duty — a position supported by Italy and Denmark . France and the UK attempted to prevent the recognition by drafting a United Nations resolution requesting no unilateral actions which could <unk> the situation , but backed down during the Security Council debate on 14 December , when Germany appeared determined to defy the UN resolution . On 17 December , the EEC formally agreed to grant Croatia diplomatic recognition on 15 January 1992 , relying on opinion of the Badinter <unk> Committee . The Committee ruled that Croatia 's independence should not be recognized immediately , because the new Croatian Constitution did not provide protection of minorities required by the EEC . In response , the President Franjo Tuđman gave written <unk> to Robert Badinter that the deficit would be <unk> . The <unk> formally declared its separation from Croatia on 19 December , but its statehood and independence were not recognized internationally . On 26 December , Yugoslav authorities announced plans for a smaller state , which could include the territory captured from Croatia , but the plan was rejected by the UN General Assembly ., source_sentence: During the night, the German and force Katia and was Oghratina when Division to the Zealand Rifles Brigades and 5th Mounted Brigade were Oghratina Despite by brigades to the enemy, they were forced to make a on strongly <unk> positions which carefully artillery Meanwhile, the divisions Katia Abu Hamra and Lawrence moved his forward from Kantara to The 3rd Light Brigade the right towards <unk, but could make small progress, positions securely held by German and.
sentences: State Route 243 ( SR 243 ) , or the Banning @-@ Idyllwild <unk> Highway , is a 30 @-@ mile ( 50 kilometer ) two @-@ lane highway that runs from Banning , California ( in the north ) to Idyllwild , California ( in the south ) in Riverside County , California . The highway is a connector between Interstate 10 ( I @-@ 10 ) and SR 74 . Along its route , it provides access to the San <unk> National Forest . A road from Banning to Idyllwild was planned around the turn of the twentieth century , and was open by 1910 . The road was added to the state highway system in 1970 ., During the previous night , the German and Ottoman force evacuated Katia and was moving towards Oghratina when Chauvel ordered the Anzac Mounted Division to continue the attack . The New Zealand Mounted Rifles Brigades and the 5th Mounted Brigade were ordered to capture Oghratina . Despite attempts by these two brigades to turn the enemy flank , they were forced to make a frontal attack on strongly entrenched <unk> in positions which favoured the defenders and which were supported by carefully positioned artillery . Meanwhile , the two infantry divisions moved to garrison Katia and Abu Hamra and Lawrence moved his headquarters forward from Kantara to Romani . The 3rd Light Horse Brigade on the right advanced towards <unk> , but could only make small progress , against positions securely held by German and Ottoman forces ., The current training ground is located at Bodymoor Heath near <unk> in north Warwickshire , the site for which was purchased by former chairman Doug Ellis in the early 1970s from a local farmer . Although Bodymoor Heath was state @-@ of @-@ the @-@ art in the 1970s , by the late 1990s the facilities had started to look dated . In November 2005 , Ellis and Aston Villa <unk> announced a state of the art GB £ 13 million redevelopment of Bodymoor in two phases . However , work on Bodymoor was suspended by Ellis due to financial problems , and was left in an unfinished state until new owner Randy Lerner made it one of his priorities to make the site one of the best in world football . The new training ground was officially unveiled on 6 May 2007 , by then manager Martin O 'Neill , then team captain Gareth Barry and 1982 European Cup winning team captain Dennis Mortimer , with the Aston Villa squad moving in for the 2007 – 08 season ., source_sentence: album five @ -, in an with Billboard magazine, said it was previously "something I wanted to revisit as been doing a while . "The medley a written whereas McCartney had worked the Beatles' was made of "bits we had knocking . "The off with Vintage "McCartney sat one to looking back [and looking back . about life followed by the bass @ - @ led That Was Me, which is his school days and ",, "from there . songs "Feet the Clouds "about the inactivity while is up of ", about the life being a celebrity The final song medley, The End of ", written McCartney's unk> playing on his, Jim's piano
sentences: Severe Tropical Storm Domoina in 1984 caused 100 year floods in South Africa and record rainfall in Swaziland . The fourth named storm of the season , Domoina developed on January 16 off the northeast coast of Madagascar . With a ridge to the north , the storm tracked generally westward and later southwestward . On January 21 , Domoina struck eastern Madagascar , the third storm in six weeks to affect the nation ; collectively , the storms caused 42 deaths and $ 25 million in damage ( 1984 USD ) . After crossing the country , Domoina strengthened in the Mozambique Channel to peak 10 minute sustained winds of 95 km / h ( 60 mph ) . On January 28 , the storm made landfall in southern Mozambique , and slowly weakened over land . Domoina crossed into Swaziland and later eastern South Africa before dissipating on February 2 ., The album features a five song @-@ medley , which in an interview with Billboard magazine , McCartney said that it was previously " something I wanted to revisit " as " nobody had been doing that for a while . " The medley was a group of intentionally written material , whereas McCartney had worked on the Beatles ' Abbey Road which , however , was actually made up of " bits we had knocking around . " The medley starts off with " Vintage Clothes " , which McCartney " sat down one day " to write , that was " looking back , [ and ] looking back . " , about life . It was followed by the bass @-@ led " That Was Me " , which is about his " school days and teachers " , the medley , as McCartney stated , then " progressed from there . " The next songs are " Feet in the Clouds " , about the inactivity while one is growing up , and " House of Wax " , about the life of being a celebrity . The final song in medley , " The End of the End " , was written at McCartney 's <unk> Avenue home while playing on his father , Jim 's , piano ., Varanasi grew as an important industrial centre , famous for its muslin and silk <unk> , perfumes , ivory works , and sculpture . Buddha is believed to have founded Buddhism here around <unk> BC when he gave his first sermon , " The Setting in Motion of the Wheel of Dharma " , at nearby <unk> . The city 's religious importance continued to grow in the 8th century , when Adi <unk> established the worship of Shiva as an official sect of Varanasi . Despite the Muslim rule , Varanasi remained the centre of activity for Hindu intellectuals and theologians during the Middle Ages , which further contributed to its reputation as a cultural centre of religion and education . <unk> Tulsidas wrote his epic poem on Lord Rama 's life called Ram <unk> Manas in Varanasi . Several other major figures of the Bhakti movement were born in Varanasi , including Kabir and Ravidas . Guru Nanak Dev visited Varanasi for <unk> in <unk> , a trip that played a large role in the founding of <unk> . In the 16th century , Varanasi experienced a cultural revival under the Muslim Mughal emperor <unk> who invested in the city , and built two large temples dedicated to Shiva and Vishnu , though much of modern Varanasi was built during the 18th century , by the Maratha and <unk> kings . The kingdom of Benares was given official status by the <unk> in 1737 , and continued as a dynasty @-@ governed area until Indian independence in 1947 . The city is governed by the Varanasi Nagar Nigam ( Municipal Corporation ) and is represented in the Parliament of India by the current Prime Minister of India <unk> <unk> , who won the <unk> <unk> elections in 2014 by a huge margin . Silk weaving , carpets and crafts and tourism employ a significant number of the local population , as do the <unk> <unk> Works and Bharat Heavy <unk> Limited . Varanasi Hospital was established in 1964 .
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on google-bert/bert-base-uncased
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.6552233601802461
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.6640796604094039
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7355355958065635
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7320302276487962
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 45
Created: 2025-04-03 20:15:39