NLI

• Dataset: NLI at d43e6fe
• Size: 750 training samples
• Columns: anchor, entailment, and negative
• Approximate statistics based on the first 750 samples:

  	anchor	entailment	negative
  type	string	string	string
  details	min: 4 tokens mean: 25.11 tokens max: 209 tokens	min: 5 tokens mean: 16.61 tokens max: 50 tokens	min: 5 tokens mean: 16.79 tokens max: 50 tokens

• Samples:

  anchor	entailment	negative
  a child at a table preparing food	A child mixing food in a bowl on a table.	A child pouring food out of a bowl on a table.
  right exactly and then and then uh uh i'm i'm just not sure if i see you know if i see it going like i say to the right places i mean it'd be it'd be one thing if it were taking a bite out of your savings and then you were getting it all back when you got older	The money needs to go to the right place because it not any you pay with your savings you might not get it all back when you get older.	The money needs to go to the wrong place because it is not any you pay with your savings you might not get it all back when you get older.
  A bent over man is working on a toilet.	a man kneeling by a toilet while holding onto a hammer	a man kneeling by a toilet while holding onto a feather

• Loss: CachedGISTEmbedLoss with these parameters:
  json

  1{'guide': SentenceTransformer( 2 (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 3 (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) 4 (2): Normalize() 5), 'temperature': 0.02}

natural-questions

• Dataset: natural-questions at f9e894e
• Size: 750 training samples
• Columns: sentence1 and sentence2
• Approximate statistics based on the first 750 samples:

  	sentence1	sentence2
  type	string	string
  details	min: 10 tokens mean: 13.29 tokens max: 25 tokens	min: 7 tokens mean: 149.14 tokens max: 775 tokens

• Samples:

  sentence1	sentence2
  what is g's name in ncis la	G. Callen In season seven, Callen admits that he and Joelle are not suited and rowing a lot. They break up off screen but still spend Christmas together to avoid being lonely. In "Matryoshka, Part 2", Callen meets his father in Russia who reveals that his birth name is Grisha Alekandrovich Nikolaev but had to leave before he could find out any more information. Callen has since updated his personnel records and credentials with his full name.[1]
  who won the afl grand final in 1997	1997 AFL Grand Final The 1997 AFL Grand Final was an Australian rules football game contested between the Adelaide Football Club and the St Kilda Football Club, held at the Melbourne Cricket Ground in Melbourne on 27 September 1997. It was the 101st annual Grand Final of the Australian Football League (formerly the Victorian Football League), staged to determine the premiers for the 1997 AFL season. The match, attended by 99,645 spectators, was won by Adelaide by a margin of 31 points, marking that club's first premiership victory.
  what kind of ape is king louie in jungle book	King Louie King Louie is a fictional character introduced in Walt Disney's 1967 animated musical film, The Jungle Book. Unlike the majority of the adapted characters in the film, Louie was not featured in Rudyard Kipling's original works. King Louie was portrayed as an orangutan who was the leader of the other jungle primates, and who attempted to gain knowledge of fire from Mowgli, in order to become more human.

• Loss: CachedGISTEmbedLoss with these parameters:
  json

  1{'guide': SentenceTransformer( 2 (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 3 (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) 4 (2): Normalize() 5), 'temperature': 0.02}

vitaminc

• Dataset: vitaminc at be6febb
• Size: 370,653 training samples
• Columns: claim and evidence
• Approximate statistics based on the first 1000 samples:

  	claim	evidence
  type	string	string
  details	min: 9 tokens mean: 20.27 tokens max: 92 tokens	min: 9 tokens mean: 44.98 tokens max: 294 tokens

• Samples:

  claim	evidence
  XL Recordings was founded after 1989 .	The label originated as a 1990 offshoot of Beggars Banquet Records .
  The Florida Project is a comedy-drama film .	The Florida Project is a 2017 American comedy-drama film directed by Sean Baker , from a screenplay by Baker and Chris Bergoch .
  Neighbors 2 : Sorority Rising ( film ) was reviewed by more than 45 critics .	On Rotten Tomatoes , the film has a rating of 67 % , based on 46 reviews , with an average rating of 6.2/10 .

• Loss: CachedGISTEmbedLoss with these parameters:
  json

  1{'guide': SentenceTransformer( 2 (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 3 (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) 4 (2): Normalize() 5), 'temperature': 0.02}

xsum

• Dataset: xsum at 044020f
• Size: 131,779 training samples
• Columns: summary and document
• Approximate statistics based on the first 1000 samples:

  	summary	document
  type	string	string
  details	min: 15 tokens mean: 30.64 tokens max: 49 tokens	min: 60 tokens mean: 313.48 tokens max: 576 tokens

• Samples:

  summary	document
  A car has been shunted several feet down the track in a crash with a tram.	The collision involving a Midland Metro tram happened at the station in Bilston Road in Ettingshall, Wolverhampton, at about 16:00 BST on Sunday.[object Object]The car driver, a man in his 60s, was taken to hospital as a precaution.[object Object]Midland Metro said: "The incident happened at the Priestfield tram stop car park. Emergency services were called and the full service was later resumed at around 17:30 BST."[object Object]British Transport Police said it was treating the collision as an accident and no arrests had been made.[object Object]The car was shunted about 10ft (3m) down the track in the crash.[object Object]A West Midlands Ambulance Service spokesman said: "On arrival, crews found a car that had suffered significant damage to the passenger side having been shunted down the tracks."[object Object]He said the driver of the car suffered chest pain from his seatbelt and was taken to New Cross Hospital in Wolverhampton.
  An audit has found that Nigeria's state oil company overpaid the government $750m (£490m), but also found it had not properly accounted for $1.48bn.	The financial report follows allegations in 2013 by then-central bank chief Lamido Sanusi that the firm had failed to account for about $20bn.[object Object]It caused a huge uproar in Nigeria, forcing President Goodluck Jonathan to order an independent audit.[object Object]His office released the findings as he prepares to step down in a month.[object Object]For the latest news, views and analysis see the BBC Africa Live page.[object Object]Ex-military ruler Muhammadu Buhari will be inaugurated on 29 May after he defeated Mr Jonathan in elections last month.[object Object]He has vowed to tackle corruption in Nigeria, Africa's main oil producer where most people live on less than $2 a day.[object Object]The BBC's Chris Ewokor in the capital, Abuja, says the findings suggest that Mr Sanusi's claims were exaggerated.[object Object]However, many Nigerians still believe that corruption in the oil sector runs deep, our correspondent adds.[object Object]The audit into the accounts of the Nigerian National Petroleum Corporation (NNPC) was carried out by PwC, one of the world's leading accounting firms.[object Object]...
  Chilean President Michelle Bachelet has asked all her ministers to resign and says she will choose a new cabinet in the coming days.	In an interview with broadcaster Canal 13, Ms Bachelet said changes were needed to promote reforms.[object Object]Ms Bachelet's approval ratings have recently slumped amid a series of political scandals.[object Object]In February her son resigned as head of a government charity over allegations of influence-peddling.[object Object]The BBC's Gideon Long in Santiago says Ms Bachelet's dismissal of the entire cabinet is without precedent in recent Chilean history.[object Object]The move gives some indication of the gravity of the crisis she faces, he says.[object Object]"A few hours ago I requested the resignation of all the ministers, and I will take 72 hours to decide who will stay and who will go," Ms Bachelet said on Wednesday evening.[object Object]"This is the time for a cabinet change."[object Object]Ms Bachelet's son, Sebastian Davalos, was accused by the opposition of using his influence to get a $10m (£6.5m) bank loan for his wife.[object Object]His wife's company used the money to buy plots of land in central Chile which her company then resold for profit.[object Object]Although Chile's national bank...

• Loss: CachedGISTEmbedLoss with these parameters:
  json

  1{'guide': SentenceTransformer( 2 (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 3 (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) 4 (2): Normalize() 5), 'temperature': 0.02}

paws

• Dataset: paws at 161ece9
• Size: 49,401 training samples
• Columns: sentence1 and sentence2
• Approximate statistics based on the first 1000 samples:

  	sentence1	sentence2
  type	string	string
  details	min: 11 tokens mean: 31.42 tokens max: 55 tokens	min: 11 tokens mean: 31.27 tokens max: 55 tokens

• Samples:

  sentence1	sentence2
  Agathe knows Guillaume had a lover , but believes it was a young woman , Guillaume and Tom 's co-worker Sarah .	Agathe knows that Guillaume had a lover , but believes that it was a young woman , Guillaume and Tom 's co-worker Sarah .
  It is available in areas including Phibsboro and Castleknock , Finglas , Cabra and Ballymun .	It is available in areas including Phibsboro and Castleknock , Finglas , Cabra , Ballymun .
  More recently , the band Extra Life has combined aspects of early music with the modern genre of math rock .	More recently , the band has combined Extra Life Aspects of Old Music with the modern genre of Math Rock .

• Loss: CachedGISTEmbedLoss with these parameters:
  json

  1{'guide': SentenceTransformer( 2 (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 3 (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) 4 (2): Normalize() 5), 'temperature': 0.02}

global_dataset

• Dataset: global_dataset
• Size: 71,250 training samples
• Columns: sentence1 and sentence2
• Approximate statistics based on the first 1000 samples:

  	sentence1	sentence2
  type	string	string
  details	min: 7 tokens mean: 24.11 tokens max: 88 tokens	min: 5 tokens mean: 104.68 tokens max: 536 tokens

• Samples:

  sentence1	sentence2
  Audubon Park was founded in 1941 as a community within Audubon with the construction of 500 accommodation units for the employees of New York Shipbuilding in Camden , New Jersey .	Audubon Park was established as a community within Audubon in 1941 with the construction of 500 housing units for employees of New York Shipbuilding in Camden , New Jersey .
  Highsmith is the father of the current former NFL player Ali Highsmith and the uncle of the former NFL player Alonzo Highsmith .	Highsmith is the father of current former NFL player Ali Highsmith and uncle of former NFL player Alonzo Highsmith .
  Work has begun to construct Britain's first new permanent military base in the Middle East since 1971.	Foreign Secretary Philip Hammond and naval personnel attended a ceremony to mark the start of construction of HMS Juffair at Mina Salman Port in Bahrain.[object Object]The establishment is being developed to support Royal Navy deployments in the Gulf through the creation of a permanent and improved base.[object Object]Mr Hammond said it showed the UK's commitment to the region.[object Object]Mr Hammond said: "The presence of the Royal Navy in Bahrain is guaranteed into the future, ensuring Britain's sustained presence east of Suez.[object Object]"The new facility will enable Britain to work with our allies to reinforce stability in the Gulf and beyond."[object Object]Bahrain has been criticised over allegations of serious human rights abuses, but Mr Hammond said the UK was helping the Persian Gulf State to change.[object Object]He said: "Bahrain is not perfect by any means, but it at least knows what it has to do and it is taking steps to do it.[object Object]In some cases, he said, the state's authorities were "seeking our support to help them reform., for example, their police fo...

• Loss: CachedGISTEmbedLoss with these parameters:
  json

  1{'guide': SentenceTransformer( 2 (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 3 (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) 4 (2): Normalize() 5), 'temperature': 0.02}

NLI

• Dataset: NLI at d43e6fe
• Size: 85 evaluation samples
• Columns: anchor, entailment, and negative
• Approximate statistics based on the first 85 samples:

  	anchor	entailment	negative
  type	string	string	string
  details	min: 8 tokens mean: 17.14 tokens max: 37 tokens	min: 6 tokens mean: 13.35 tokens max: 29 tokens	min: 6 tokens mean: 13.65 tokens max: 28 tokens

• Samples:

  anchor	entailment	negative
  A tabby cat laying on a cat scratcher in front of a bicycle wheel.	A cat is falling asleep on top of a scratching pad.	A cat is wide awake on top of a scratching pad.
  Bruce Springsteen, with one arm outstretched, is singing in the spotlight in a dark concert hall.	Bruce Springsteen is a singer.	Bruce Springsteen is not a singer.
  A man and a woman cook in the kitchen.	A married couple preparing food in a house kitchen.	A married couple not preparing food in a house kitchen.

• Loss: CachedGISTEmbedLoss with these parameters:
  json

  1{'guide': SentenceTransformer( 2 (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 3 (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) 4 (2): Normalize() 5), 'temperature': 0.02}

natural-questions

• Dataset: natural-questions at f9e894e
• Size: 113 evaluation samples
• Columns: sentence1 and sentence2
• Approximate statistics based on the first 113 samples:

  	sentence1	sentence2
  type	string	string
  details	min: 10 tokens mean: 13.14 tokens max: 22 tokens	min: 34 tokens mean: 151.35 tokens max: 390 tokens

• Samples:

  sentence1	sentence2
  what do the colors of germany flag mean	Flag of Germany The colours of the modern flag are associated with the republican democracy first proposed in 1848, formed after World War I, and represent German unity and freedom.[3] During the Weimar Republic, the black-red-gold colours were the colours of the democratic, centrist, and republican political parties, as seen in the name of Reichsbanner Schwarz-Rot-Gold, formed by members of the Social Democratic, the Centre, and the Democratic parties to defend the republic against extremists on the right and left.
  where do goldfish come from in the wild	Goldfish A relatively small member of the carp family (which also includes the Prussian carp and the crucian carp), the goldfish is native to east Asia. It was first selectively bred in China more than a thousand years ago, and several distinct breeds have since been developed. Goldfish breeds vary greatly in size, body shape, fin configuration and colouration (various combinations of white, yellow, orange, red, brown, and black are known).
  what was the name of punky brewsters dog	Punky Brewster Penelope "Punky" Brewster (Soleil Moon Frye) is a warm, funny and bright child. Her father walked out on her family, then her mother abandoned her at a Chicago shopping center, leaving Punky alone with her dog Brandon. Afterwards, Punky discovered a vacant apartment in a local building.[3]

• Loss: CachedGISTEmbedLoss with these parameters:
  json

  1{'guide': SentenceTransformer( 2 (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 3 (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) 4 (2): Normalize() 5), 'temperature': 0.02}

vitaminc

• Dataset: vitaminc at be6febb
• Size: 63,054 evaluation samples
• Columns: claim and evidence
• Approximate statistics based on the first 1000 samples:

  	claim	evidence
  type	string	string
  details	min: 10 tokens mean: 22.49 tokens max: 48 tokens	min: 11 tokens mean: 38.29 tokens max: 92 tokens

• Samples:

  claim	evidence
  Coronavirus has killed more than 7,050 people .	more than 7,100 deaths have been attributed to COVID-19 .
  Less than 91,000 recoveries from coronavirus had been reported by 21 March .	As of 21 March , more than 275,000 cases of COVID-19 have been reported in over 185 countries and territories , resulting in more than 11,300 deaths and 90,000 recoveries .
  More than 31,800 COVID-19 fatalities have been confirmed globally in 2019-20 .	more than 680,000 cases of COVID-19 have been reported in over 190 countries and territories , resulting in approximately 31,900 deaths .

• Loss: CachedGISTEmbedLoss with these parameters:
  json

  1{'guide': SentenceTransformer( 2 (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 3 (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) 4 (2): Normalize() 5), 'temperature': 0.02}

xsum

• Dataset: xsum at 044020f
• Size: 131,779 evaluation samples
• Columns: summary and document
• Approximate statistics based on the first 1000 samples:

  	summary	document
  type	string	string
  details	min: 12 tokens mean: 29.78 tokens max: 47 tokens	min: 41 tokens mean: 304.01 tokens max: 501 tokens

• Samples:

  summary	document
  Hibernian striker Anthony Stokes believes Easter Road boss Alan Stubbs has all the attributes to become a top manager.	Stokes, on loan at Hibs from Celtic, refused to say whether he thought Stubbs would one day be Celtic boss.[object Object]But the Irishman feels Stubbs would cope admirably with everything that comes with being an Old Firm manager.[object Object]"From the managers I have seen there he would have no issue in coping with the Celtic job," said Stokes.[object Object]"That is not me trying to put anything out there. You look at him and he is obviously not in the manager's job that long but he is like a manager that has been around for 10 or 15 years in how he handles the boys.[object Object]"He has played the game himself and he understands how players react and how they handle themselves and adapt to situations."[object Object]Stokes says it has taken him some time to recapture the sharpness he was looking for when he joined the club in January.[object Object]He insists this is down to his lack of game time, having not featured for Celtic since a 3-1 win against Dundee United back in August.[object Object]"It's just down to fitness and match sharpness," explained the Republic of Irelan...
  Scarlets have confirmed Cardiff Blues wing Harry Robinson is joining them ahead of the 2014-15 season.	The move was revealed to BBC Radio Wales by joint Blues coach Dale McIntosh on 20 March.[object Object]Robinson, 20, has made three Wales appearances - one against Barbarians and two against Japan, and has played for Wales Under-20.[object Object]He has scored eight tries in 17 Blues appearances, having made his debut in the 2012-13 season.[object Object]Caps against Barbarians in June 2013 and two more on tour in Japan followed.[object Object]But he has not figured since for Wales and will hope to progress at Scarlets.[object Object]Scarlets head coach Simon Easterby said: "We believe Harry will thrive in our young and ambitious environment but will also benefit from playing alongside a world-class and experienced player like [returning centre] Regan King.[object Object]"He's an ambitious player who has great pace and the supporters can look forward to what he can bring next season in addition to existing Scarlets talent in the back three."[object Object]McIntosh said: "A lot to do with it [Robinson's move] is the budget, the financial situation at the moment in Wales.[object Object]"It's about...
  A knife attacker who lashed out at Tube passengers cutting the throat of one had images of murdered Lee Rigby on his phone, a jury has heard.	Muhiddin Mire, 30, injured musician Lyle Zimmerman at Leytonstone station, the Old Bailey heard.[object Object]As he was led away by police on 5 December he said "this is for Syria, for my Muslim brothers", the jury was told.[object Object]Mr Mire admits attacking Mr Zimmerman, 56, but denies attempted murder.[object Object]Mr Zimmerman suffered "a deep and ragged wound" to his neck and his windpipe was exposed, the court has heard.[object Object]Images of murdered soldier Lee Rigby and British Islamic State executioner Jihadi John, were among extremist material found on Mr Mire's phone, prosecutors said.[object Object]As he was led away by police Mr Mire explained his actions were in response to the bombings of hospitals in Syria, the jury heard.[object Object]Prosecutor Jonathan Rees QC said: "The contents of the defendant's phone, when looked at alongside what he said during the course of the incident... provides an insight as to what motivated the defendant to do what he did and what he was seeking to do to Mr Zimmerman."[object Object]Minutes after he attacked Mr Zimmerman, th...

• Loss: CachedGISTEmbedLoss with these parameters:
  json

  1{'guide': SentenceTransformer( 2 (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 3 (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) 4 (2): Normalize() 5), 'temperature': 0.02}

paws

• Dataset: paws at 161ece9
• Size: 8,000 evaluation samples
• Columns: sentence1 and sentence2
• Approximate statistics based on the first 1000 samples:

  	sentence1	sentence2
  type	string	string
  details	min: 15 tokens mean: 31.14 tokens max: 56 tokens	min: 16 tokens mean: 31.13 tokens max: 54 tokens

• Samples:

  sentence1	sentence2
  It was designed in 1983 by architects Philip Johnson ( alumnus of the University ) and John Burgee .	It was designed by architects Philip Johnson ( alumnus of the University ) and John Burgee in 1983 .
  Mandarin - Chinese has specific terms and racial euphemisms for different races and ethnicities , and some discriminatory attacks against representatives of certain governments and backgrounds .	Mandarin Chinese has specific terms and racial euphemisms for different races and ethnicities , and some discriminatory slurs against representatives from certain governments and backgrounds .
  Adam Surat ( `` Inner Strength '' ) is a documentary film directed by Sheikh Mohammed Sultan in 1989 about the Bangladeshi painter Tareque Masud .	Adam Surat ( `` The Inner Strength '' ) is a 1989 Bangladeshi documentary film about the Bangladeshi painter Tareque Masud , directed by Sheikh Mohammed Sultan .

• Loss: CachedGISTEmbedLoss with these parameters:
  json

  1{'guide': SentenceTransformer( 2 (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 3 (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) 4 (2): Normalize() 5), 'temperature': 0.02}

global_dataset

• Dataset: global_dataset
• Size: 256 evaluation samples
• Columns: sentence1 and sentence2
• Approximate statistics based on the first 256 samples:

  	sentence1	sentence2
  type	string	string
  details	min: 10 tokens mean: 23.88 tokens max: 50 tokens	min: 7 tokens mean: 117.77 tokens max: 526 tokens

• Samples:

  sentence1	sentence2
  Dominique Cottrez, the Frenchwoman who confessed in 2010 to killing eight of her own newborn babies, has been freed under supervision, French media report.	She was released untagged by an appeals court in the northern town of Douai on condition she continued to receive psychological and psychiatric care.[object Object]Mrs Cottrez had been in custody since July 2010, when remains were found in the garden of her parents' home.[object Object]She was awaiting trial on eight charges of voluntary homicide.[object Object]It was not immediately clear on what grounds she had been released.[object Object]While she admitted killing her eight newborn babies between 1989 and 2006, in the village of Villers-au-Tertre near Lille, she said her husband had known nothing about them. He has not been charged.[object Object]She told an examining magistrate she had been a victim of incest and feared that her own father, who died in 2007, had fathered the babies, Le Figaro newspaper reports.[object Object]Mrs Cottrez, who is in her late forties, reportedly managed to conceal the pregnancies because of her obesity.[object Object]Two sets of remains were found in the parents' house, wrapped in plastic bags.[object Object]The other six bodies were found in the garage of a s...
  An empty bathroom with a shower next to a toilet.	A small bathroom with a toilet and a bathtub with an open shower curtain.
  Lobethal Bierhaus is a German beer brewery , with regional style influences .	Lobethal Bierhaus is a German brewery with regional influences of style .

• Loss: CachedGISTEmbedLoss with these parameters:
  json

  1{'guide': SentenceTransformer( 2 (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 3 (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) 4 (2): Normalize() 5), 'temperature': 0.02}

• overwrite_output_dir: False
• do_predict: False
• eval_strategy: steps
• prediction_loss_only: True
• per_device_train_batch_size: 192
• per_device_eval_batch_size: 256
• per_gpu_train_batch_size: None
• per_gpu_eval_batch_size: None
• gradient_accumulation_steps: 1
• eval_accumulation_steps: None
• torch_empty_cache_steps: None
• learning_rate: 0.0001
• weight_decay: 0.001
• adam_beta1: 0.9
• adam_beta2: 0.999
• adam_epsilon: 1e-08
• max_grad_norm: 1.0
• num_train_epochs: 3
• max_steps: -1
• lr_scheduler_type: cosine_with_min_lr
• lr_scheduler_kwargs: {'num_cycles': 0.5, 'min_lr': 3.3333333333333335e-05}
• warmup_ratio: 0.15
• warmup_steps: 0
• log_level: passive
• log_level_replica: warning
• log_on_each_node: True
• logging_nan_inf_filter: True
• save_safetensors: False
• save_on_each_node: False
• save_only_model: False
• restore_callback_states_from_checkpoint: False
• no_cuda: False
• use_cpu: False
• use_mps_device: False
• seed: 42
• data_seed: None
• jit_mode_eval: False
• use_ipex: False
• bf16: False
• fp16: True
• fp16_opt_level: O1
• half_precision_backend: auto
• bf16_full_eval: False
• fp16_full_eval: False
• tf32: None
• local_rank: 0
• ddp_backend: None
• tpu_num_cores: None
• tpu_metrics_debug: False
• debug: []
• dataloader_drop_last: False
• dataloader_num_workers: 0
• dataloader_prefetch_factor: None
• past_index: -1
• disable_tqdm: False
• remove_unused_columns: False
• label_names: None
• load_best_model_at_end: False
• ignore_data_skip: False
• fsdp: []
• fsdp_min_num_params: 0
• fsdp_config: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}
• tp_size: 0
• fsdp_transformer_layer_cls_to_wrap: None
• accelerator_config: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}
• deepspeed: None
• label_smoothing_factor: 0.0
• optim: adamw_torch
• optim_args: None
• adafactor: False
• group_by_length: False
• length_column_name: length
• ddp_find_unused_parameters: None
• ddp_bucket_cap_mb: None
• ddp_broadcast_buffers: False
• dataloader_pin_memory: True
• dataloader_persistent_workers: False
• skip_memory_metrics: True
• use_legacy_prediction_loop: False
• push_to_hub: True
• resume_from_checkpoint: None
• hub_model_id: bobox/XLMRoBERTaM3-CustomPoolin-v1.01-2048d-s1-checkpoints-tmp
• hub_strategy: all_checkpoints
• hub_private_repo: False
• hub_always_push: False
• gradient_checkpointing: False
• gradient_checkpointing_kwargs: None
• include_inputs_for_metrics: False
• include_for_metrics: []
• eval_do_concat_batches: True
• fp16_backend: auto
• push_to_hub_model_id: None
• push_to_hub_organization: None
• mp_parameters:
• auto_find_batch_size: False
• full_determinism: False
• torchdynamo: None
• ray_scope: last
• ddp_timeout: 1800
• torch_compile: False
• torch_compile_backend: None
• torch_compile_mode: None
• include_tokens_per_second: False
• include_num_input_tokens_seen: False
• neftune_noise_alpha: None
• optim_target_modules: None
• batch_eval_metrics: False
• eval_on_start: False
• use_liger_kernel: False
• eval_use_gather_object: False
• average_tokens_across_devices: False
• prompts: None
• batch_sampler: no_duplicates
• multi_dataset_batch_sampler: proportional