AlexHung29629/sgpt-llama3.2-1b-stage2-final

SentenceTransformer

This is a sentence-transformers model trained on the paq, msmarco, hotpot, nq, nli, squad, bioasq, fiqa, stackexchange, news, amazon_counterfactual, arxiv_s2s, arxiv_p2p, amazon_reviews, banking, biorxiv_s2s, biorxiv_p2p, emo, imdb, med_s2s, med_p2p, mtop, toxic and tweet datasets. It maps sentences & paragraphs to a 2048-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.

Model Details

Model Description

• Model Type: Sentence Transformer
• Maximum Sequence Length: 1024 tokens
• Output Dimensionality: 2048 tokens
• Similarity Function: Cosine Similarity
• Training Datasets:
  • paq
  • msmarco
  • hotpot
  • nq
  • nli
  • squad
  • bioasq
  • fiqa
  • stackexchange
  • news
  • amazon_counterfactual
  • arxiv_s2s
  • arxiv_p2p
  • amazon_reviews
  • banking
  • biorxiv_s2s
  • biorxiv_p2p
  • emo
  • imdb
  • med_s2s
  • med_p2p
  • mtop
  • toxic
  • tweet

Model Sources

• Documentation: Sentence Transformers Documentation
• Repository: Sentence Transformers on GitHub
• Hugging Face: Sentence Transformers on Hugging Face

Full Model Architecture

SentenceTransformer(
  (0): Transformer({'max_seq_length': 1024, 'do_lower_case': False}) with Transformer model: LlamaModel 
  (1): Pooling({'word_embedding_dimension': 2048, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': False})
)

Usage

Direct Usage (Sentence Transformers)

First install the Sentence Transformers library:

pip install -U sentence-transformers

Then you can load this model and run inference.

from sentence_transformers import SentenceTransformer

# Download from the 🤗 Hub
model = SentenceTransformer("sentence_transformers_model_id")
# Run inference
sentences = [
    'Instruct Classify the emotion expressed in the given Twitter message into one of the six emotions:anger, fear, joy, love, sadness, and surprise\nQuery: i am feeling exceptionally reluctant to go to school tomorrow even though its monday and the timetable is pretty good',
    'fear',
    'sadness',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 2048]

# Get the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [3, 3]

Training Details

Training Datasets

paq

• Dataset: paq
• Size: 100,000 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 22 tokens mean: 29.23 tokens max: 38 tokens	min: 109 tokens mean: 139.9 tokens max: 232 tokens	min: 112 tokens mean: 140.81 tokens max: 220 tokens	min: 110 tokens mean: 140.34 tokens max: 227 tokens	min: 111 tokens mean: 140.65 tokens max: 214 tokens	min: 113 tokens mean: 140.02 tokens max: 232 tokens	min: 108 tokens mean: 140.33 tokens max: 229 tokens	min: 110 tokens mean: 140.81 tokens max: 268 tokens	min: 110 tokens mean: 140.3 tokens max: 207 tokens	18: ~32.30% 20: ~32.20% 21: ~35.50%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Given a question, retrieve documents that can help answer the question Query: what type of toad is spea	Spea Spea is a genus of North American amphibian commonly referred to as the western spadefoot toads. They differ greatly from true toads (those of the family Bufonidae) by having eyes with vertical pupils, no parotoid glands, and relatively smooth skin. Their most distinctive feature is a spade-like projection on their hind feet, from which their common name is derived. This projection enables spadefoot toads to dig in loose soils with ease. Its name is from the Ancient Greek "" (, ‘cave, cavern’) "Spea" species were once classified with their European cousins in the family Pelobatidae, but have since been	toad's sand dune habitat is protected by a number of National Nature Reserves. For example, in the north-west there are reserves at Hoylake, Ainsdale Sand Dunes, North Walney and Sandscale Haws. In Scotland, where the species is confined to the Solway Firth, there is a reserve at Caerlaverock. In Wales the species became extinct in the twentieth century, but has been reintroduced as part of the Biodiversity Action Plan. To reverse habitat loss the National Parks and Wildlife Service has created ponds for the species with some funding from the Heritage Council. Natterjack toad The natterjack toad ("Epidalea calamita") is	the remnants around them as a waterproof cocoon to retain moisture. In the Sonoran Desert, Couch's spadefoot toad spends most of the year dormant in its burrow. Heavy rain is the trigger for emergence and the first male to find a suitable pool calls to attract others. Eggs are laid and the tadpoles grow rapidly as they must reach metamorphosis before the water evaporates. As the desert dries out, the adult toads rebury themselves. The juveniles stay on the surface for a while, feeding and growing, but soon dig themselves burrows. Few make it to adulthood. The water holding frog	made to protect this species. Some of these recommendations are exclude logging around breeding areas, prevent pollution of streams and wetlands, and maintain vegetation and deep-leaf litter around streams. Sphagnum Frog - profile Sphagnum frog The sphagnum frog ("Philoria sphagnicolus") is a species of frog in the family Myobatrachidae. Its natural habitats are subtropical moist upland forests, subtropical moist montane forests, and Streams. They vary in color from shades of yellow and orange. They usually have irregular black spots that range all over their body. Their main source of diet comes from small insects and that are usually ants. This	Puerto Rican crested toad The Puerto Rican crested toad or simply Puerto Rican toad ("Peltophryne lemur") is a species of toad found only in Puerto Rico and the Virgin Islands. It is the only species of toad native to Puerto Rico and the Virgin Islands. The species formerly occurred in Virgin Gorda and along the southern and northern karst in Puerto Rico. It is listed as a threatened by the US Fish and Wildlife Service due to habitat loss and introduced species. At one period of time it was believed to be extinct until it was rediscovered in 1966. The	Moaning frog The moaning frog ("Heleioporus eyrei") is a burrowing frog native to south-western Western Australia. The moaning frog is rotund, with a large head and large, bulbous eyes. The dorsal surface is brown, with marbling of white, grey or yellow, and the ventral surface is white. The arms and legs are relatively small for burrowing frogs. Unlike most frogs of the genus "Heleioporus", the male moaning frog lacks nuptial spines on the inner surface of first finger. Males reach a length of 6.6 centimetres (2.6 in) and females reach a length of 6.3 centimetres (2.5 in). The moaning frog	to jumping. It can move fast by using a running gait in which the two hind legs are used alternately. Slow-motion photography shows, unlike a horse that can trot or gallop, the frog's gait remained similar at slow, medium, and fast speeds. This species can also climb trees and shrubs, and does so at night to catch insects. The Indian skipper frog ("Euphlyctis cyanophlyctis") has broad feet and can run across the surface of the water for several metres (yards). Frogs that live in or visit water have adaptations that improve their swimming abilities. The hind limbs are heavily muscled	European tree frog Their ventral skin is a whitish color, and the dorsal and ventral skin is separated by a dark brown lateral stripe from the eyes to the groin. Females have white throats, while males have golden brown throats with large (folded) vocal sacs. The head of "H. arborea" is rounded, the lip drops strongly, the pupil has the shape of a horizontal ellipse, and the tympanum is clearly recognizable. The discs on the frog's toes, which it uses to climb trees and hedges, is a characteristic feature of "H. arborea" . Like other frogs, their hind legs are much larger and	20
  Instruct Given a question, retrieve documents that can help answer the question Query: who was the english king's favourite when he issued the statute forbidding bearing of	Statute forbidding Bearing of Armour Peace, at all Times when it shall please Us, and to punish them which shall do contrary." It declares that "Prelates, Earls, Barons, and the Commonalty of our Realm... are bound to aid Us as their Sovereign Lord at all Seasons, when need shall be." The statute was issued following a period of political turmoil in England which had culminated in the declaration of the Ordinances of 1311 – a set of regulations imposed on the king by the English peerage and clergy to restrict his power. The role of the king's favourite, the relatively low-born Piers Gaveston, was a	The King's Entertainment at Welbeck schoolmaster, and Fitz-Ale, a herald. The dialogue was followed by six hooded figures who give a display at the quintain, comparable to a display of jousting or "barriers." (Regarding the latter, see: "The Speeches at Prince Henry's Barriers.") The quintain display was brought to a conclusion by a "Gentleman" who reproved the rustics and their sport, and hailed the King for his love, goodness, and other virtues. This ambivalent text has been read as reflecting a larger ambivalence in the Court's position on relevant issues. Charles had re-published the "Book of Sports" and Jacobean proclamations urging noblemen to maintain and	Scots-language literature James VI. Having extolled the virtues of Scots "poesie", after his accession to the English throne, James VI increasingly favoured the language of southern England. In 1611 the Kirk adopted the English Authorised King James Version of the Bible. In 1617 interpreters were declared no longer necessary in the port of London because Scots and Englishmen were now "not so far different bot ane understandeth ane uther". Jenny Wormald, describes James as creating a "three-tier system, with Gaelic at the bottom and English at the top". The loss of the court as a centre of patronage in 1603 was a	Spanish match is particularly noted for his part in this campaign, from 1619. In 1620, and again in 1621, James issued decrees against writing or speaking on state affairs. John Everard preached against the match in February 1621, at St Martin-in-the-Fields, and spent about half a year in the Gatehouse Prison. When Robert Mason wrote in 1622 to his friend Thomas Hobbes about public opinion on the match, criticising James's policy and noting Gondomar's skill in gaining support for it by holding out the prospect of the Palatine being returned to Frederick V, he hedged his comments with pleas for secrecy. Thomas	Treason Act 1547 The Treason Act 1547 (1 Ed. 6 c.12) was an Act of the Parliament of England. It is mainly notable for being the first instance of the rule that two witnesses are needed to prove a charge of treason, a rule which still exists today in the United States Constitution. During the reign of Henry VIII (r. 1509–1547), the statute books had proliferated with legislation creating numerous new forms of high treason. In the first year of the reign of his successor, Edward VI, Parliament passed this Act, which abolished all kinds of treason except: However the	English Reformation reign saw the emergence of Puritanism, which encompassed those Protestants who, whilst they agreed that there should be one national church, felt that the church had been but partially reformed. Puritanism ranged from hostility to the content of the Prayer Book and "popish" ceremony, to a desire that church governance be radically reformed. Grindal was made Archbishop of Canterbury in 1575 and chose to oppose even the Queen in his desire to forward the Puritan agenda. He ended a 6,000-word reproach to her with, "Bear with me, I beseech you Madam, if I choose rather to offend your earthly majesty	History of the Catholic Church and homosexuality England, the accused were originally tried by church courts, which almost never punished homosexual behaviour. This changed when Henry VIII, while still a member of the Roman Catholic Church, enacted the Buggery Act 1533, as part of his campaign to break the power of the Catholic Church in England. Although homosexuality was not directly discussed at the Council of Trent, it did commission the drawing up of a catechism (following the successful lead of some Protestants) which stated: "Neither fornicators nor adulterers, nor the effeminate nor sodomites shall possess the kingdom of God." Neither the First Vatican Council nor the	a great tragedy for several centuries: During the reign of Stephen, Henry I came to be known as the "Lion of Justice". The Charter of Liberties was a precedent for Magna Carta (Great Charter) of 1215, at the end of the reign of John of England. Charter of Liberties The Charter of Liberties, also called the Coronation Charter, was a written proclamation by Henry I of England, issued upon his accession to the throne in 1100. It sought to bind the King to certain laws regarding the treatment of nobles, church officials, and individuals. The nineteenth-century historians Frederick Maitland and	20
  Instruct Given a question, retrieve passages that answer the question Query: where is the sultanul madaris located in india	Sultanul Madaris The Sultan ul Madaris ; is a Shia Islamic "Madrasa" (religious school) for higher religious education in Lucknow, India. Major course of studies include Jurisprudence, Theology and Islamic Literature. It was founded in the year 1892 by Ayatullah Syed Muhammad Abul Hasan. The extensive "madrasa" buildings were erected under the supervision of the Nawab Mehdi Hasan Khan, a philanthropist of Awadh. The foundation stone was laid down in 1911 and the central hall was inaugurated by the then Lieutenant-Governor of the United Provinces of Agra and Oudh Sir John Prescott Hewett. Sultanul Madaris is the second Shia religious	Syed Ibrahim Mallick Baya Syed Ibrahim Mallick, Sayyid Ibrahim Mallick Baya, Mallick, Malick, or Malik are the possible spellings used for the same name by Mallicks from Bihar, India. Syed Ibrahim Mallick came to India during the time of Sultan Mohammad Tughlaq in 740 Hijri. (1339 A.D.). Syed Ibrahim's ancestors were native of Baghdad who migrated to Afghanistan and settled in the district of Gardez Budt Nagar, which was located near Ghazni. In Bihar, syed Mallicks are mostly concentrated in the villages and towns in the districts of Patna, Bihar Sharif, Gaya, Jehanabad, Arwal, Auranagabad, Nawada, Jamui, Lakhisarai, Munger, and	in the menu, there are some popular Hyderabadi restaurants like Madina hotel which serves all the popular Hyderabadi dishes. They are very popular for their Hyderabadi Haleem which is served during the Holy month of Ramzan. Madina hotel was inaugurated in 1947 by the Nizam of Hyderabad, and is also a place of historic significance. The buses are run by TSRTC which connect it to all parts of the city. The closest MMTS Train station is at Yakutpura or Malakpet. Madina, Hyderabad Madina building is Waqf property and built in purpose of serve Hajj pilgrims. Madina Building was constructed with	Sanchi Sanchi Stupa, also written Sanci, is a Buddhist complex, famous for its Great Stupa, on a hilltop at Sanchi Town in Raisen District of the State of Madhya Pradesh, India. It is located in north-east of Bhopal, capital of Madhya Pradesh. The Great Stupa at Sanchi is one of the oldest stone structures in India, and an important monument of Indian Architecture. It was originally commissioned by the emperor Ashoka in the 3rd century BCE. Its nucleus was a simple hemispherical brick structure built over the relics of the Buddha. It was crowned by the "chatra", a parasol-like structure	All India Muslim Majlis-e-Mushawarat All India Muslim Majlis-e-Mushawarat (AIMMM or MMM) is a federation of various Muslim organisations in India. Majlis-e-Mushawarat was formally launched at a two-day (August 8–9) meeting in 1964 at the Islamic seminary Darul Uloom Nadwatul Ulama, Lucknow. Several leading Muslim scholars and clerics, including Syed Abul Hasan Ali Nadvi, attended the meet while freedom fighter and a member in Jawaharlal Nehru's cabinet Dr. Syed Mahmud was elected its first president. It was established as an advocacy group in the wake of communal riots in the early 1960s. AIMMM has a long history of serving the community	the Navnath Sar (A composition that contains tenets of Navnath panth.) It is also a holy place for nomads of the Vaidu community from all over India. More than 7 lakhs Nath-bhakt visits at "Madhi" on Phalgun vadhya panchami (Rangpanchami) It is 51 km away from Ahmednagar towards east. Madhi is east of Nivdunge village on National Highway 222. Pathardi is 10 km from Madhi. There are three roads to go to Madhi one from Pathardi,second from Nivdunge and third one from Tisgaon. The Samādhi is in beautiful stones. The Temple was built by Muslim artisans under the supervision of	Aqsa Mosque, Qadian The Aqsa Mosque or masjid Aqsa is an Ahmadi mosque in Qadian, India. The mosque was built by Mirza Ghulam Murtaza, father of Ghulam Ahmad, the founder of the Ahmadiyya movement, in 1876. The mosque had been renovated and extended repeatedly throughout the 20th century by the Ahmadiyya administration and the capacity of the building increased from its initial capacity of 200 to 15,000 by the year 2014. The mosque is situated inside the compound of the family house of Ghulam Ahmad which now serves as the centre of the Ahmadiyya Muslim Community in India located close	on the Prince Anwar Shah Road, named after their ancestor. Ghulam Muhammad Sultan Sahib His Highness Prince Sahibzada Sayyid walShareef Sir Ghulam Muhammad Sultan Khan Sahib, (March 1795 in Shreerangapattam – 11 August 1872 in Russapagla, Calcutta) was the fourteenth son of Tipu Sultan.Deported to Calcutta in 1806 along with the remainder of his family seven years after the defeat and death of his father, he was eventually recognised by the Government of India as official head of the family and successor to his father. Knighted in 1870, he died two years later, aged 77, of dengue fever, the last	18

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

msmarco

• Dataset: msmarco
• Size: 200,000 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 18 tokens mean: 24.74 tokens max: 38 tokens	min: 13 tokens mean: 79.11 tokens max: 220 tokens	min: 21 tokens mean: 77.9 tokens max: 214 tokens	min: 12 tokens mean: 77.97 tokens max: 232 tokens	min: 16 tokens mean: 78.0 tokens max: 249 tokens	min: 18 tokens mean: 77.89 tokens max: 230 tokens	min: 16 tokens mean: 78.01 tokens max: 226 tokens	min: 18 tokens mean: 77.52 tokens max: 204 tokens	min: 15 tokens mean: 78.06 tokens max: 276 tokens	18: ~34.40% 20: ~31.50% 21: ~34.10%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Given a web search query, retrieve relevant passages that answer the query Query: do ovaries atrophy after menopause	I've been post-menopause for about three years. I experienced the symptoms of vaginal atrophy almost immediately after menopause. Intercourse HURT LIKE HELL no matter how aroused I was or how much lubrication was produced naturally. It generally resulted in some minor tearing and bleeding no matter how careful my husband and I used to be.	Yes - hyst. doesn't touch your ovaries Hysterectomy is removal of your uterus. Ooectomy is removal of your ovaries. If your ovaries were left when they did the hysterectomy (quite common these days), yes, you can still produce fertile eggs, no problem. If your uterus is gone, though, there's nowhere for the eggs to go.	Because men do not go through a well-defined period referred to as menopause, some doctors refer to this problem as androgen (testosterone) decline in the aging male, or what some people call low testosterone.	Menopause is sometimes responsible for bouts of dry skin, particularly around the mouth, nose areas, as well as internally within the eyes. This dryness can be caused by the hormonal imbalances.During menopause, estrogen, progesterone and testosterone levels decline and different types of “dryness” can occur.enopause is sometimes responsible for bouts of dry skin, particularly around the mouth, nose areas, as well as internally within the eyes. This dryness can be caused by the hormonal imbalances.	Follow us. Most women go through menopause in their late 40s or early 50s, but usually menopause symptoms start during perimenopause, which typically begins 10 years before the menopausal transition. During perimenopause, symptoms start to occur, and their severity is different for every woman.hen menopause symptoms start, they can be deceptive; many women may not realize that they are perimenopausal. If menopause symptoms start or you think they have started, then it's a good idea to talk to your doctor to learn more about this stage and how to deal with the sometimes bothersome symptoms.	Low ovarian reserve is a premature decrease in the number of eggs and can be caused by chromosomal anomalies such as Turner Syndrome, where the woman does not have two X chromosomes, or gene abnormalities such as Fragile X.	The closer the women were to the start of menopause, the less risk they had of suffering from heart attacks. In fact, those who started taking combination hormone therapy (PremPro® - estrogen plus progesterone) within ten years of menopause had an 11% lower risk of heart disease than women taking a placebo.	FSH and LH levels in perimenopause are often found to be high in comparison with levels of these hormones in menstruating women. However, they are not as high as in those women who have already reached a menopause.	21
  Instruct Given a web search query, retrieve relevant passages that answer the query Query: how much does it cost to put an inground pool	For an Average Pool, Expect to Pay $25,000-50,000. Understanding that this is a very rough figure, you can expect to pay $25,000-50,000 for an inground pool. Of course, that’s assuming a pool of average size, in an average city with the average cost of living, average extras, and average materials. Of course, you probably aren’t average.	1 Additionally, the homeowner must include another $5 to $10 per square foot for installation fees as well. 2 This means that a mid-range cost for a floor-only installation would run the homeowner around $715. Additionally, the homeowner must include another $5 to $10 per square foot for installation fees as well. 2 This means that a mid-range cost for a floor-only installation would run the homeowner around $715.	1 According to Stantonhomes.com, to have a wrap around porch built, plan on spending at least $5,000 to $15,000 or more to the general cost of your home. 2 With any porch, the price is going to depend on the contractor, the size of the porch and the type of wood that is going to be used.	For a basic 120 square feet project in zip code 47474, the benchmark cost to Install a Brick Paver Patio ranges between $10.86 - $15.57 per square foot* .	Basement waterproofing can cost as little as $20 for small wall cracks and as much as tens of thousands of dollars for repairs and complete basement waterproofing systems.There are different methods of basement waterproofing to choose from and different solutions are used for different homes.his is also the most expensive, often costing between $15,000 and $30,000. Exterior waterproofing involves excavating around the house and installing waterproof coatings and drainage panels so water and hydrostatic pressure can’t get to the foundation of your home and inside your basement and property.	For a basic 120 square feet project in zip code 47474, the benchmark cost to Install a Brick Paver Patio ranges between $12.17 - $15.92 per square foot* . To estimate costs for your project: 1. Set Project Zip Code Enter the Zip Code for the location where labor is hired and materials purchased.	1 Total cost for removing the old tub and installing a new one can run $1,500-$5,000 or more but averages $2,500-$3,500 depending on the ease of access, local rates, the quality of the new fixtures, and the extent of the repairs/replacements for the walls, plumbing and flooring.eplacing a fiberglass one with an acrylic whirlpool one. The estimate I got was for $3900.00 with me buying the tub and with a notice that the costs could go up if they have difficulty setting the tub. The tub cost $800. I am trying to keep costs down, so I am having them minimize the tile replacement.	Cost? Cost of the driveway will be based upon the amount of concrete required, forms, and reinforcement material needed to prepare the area for the concrete slab. Typically, a plain driveway for a two-car garage will cost in the area of $3,000 to $4,000 and a three-car garage in the area of $5,000 to $6,000.	21
  Instruct Given a question, retrieve passages that answer the question Query: what causes a brain freeze	Eating a large quantity of ice cream is a common cause for a brain freeze. The temporary freezing of nerves behind the hard palate is considered part of the cause of brain freeze. Shrinking blood vessels cause the brief but intense pain of a brain freeze. Roughly 1/3 of the population is said to be susceptible to brain freezes.	Possible Causes of a Thunderclap Headache. In a lot of cases, this type of headache can happen for no obvious or particular physical reason; however, the headache can be caused by one of many life-threatening medical conditions which include: Ruptured blood vessels and aneurysms in the brain.	1 Any infection that causes a fever can lead to cold sweats. 2 Another drop in blood pressure called syncope, which often causes fainting, can lead to diaphoresis. 3 Intense pain from severe injuries, like fractures or amputations, can lead to cold sweats. 4 A heart attack can lead to cold sweats.	Trigeminal neuralgia commonly results from pressure exerted on the trigeminal nerve by a swollen blood vessel. However, any structure, such as a tumor or swelling that irritates or compresses the trigeminal nerve, may cause trigeminal neuralgia.	Quick Answer. The most common causes of pressure in the head and face include allergies, ear infections, the common cold, muscle tension, sinusitis, stress and tension headaches. Pressure in the head is a feeling of throbbing, pain or tightness that affects the face, scalp, brain and skull, as Healthgrades describes. Keep Learning.	Causes of Extra Fluid in the Brain. Extra fluid on the brain is a condition known as hydrocephalus. The fluid is actually cerebral spinal fluid, or CSF, that surrounds the brain and spinal cord. When there is an excess of CSF in the brain spaces, or ventricles, this causes the ventricles to widen and can lead to excessive pressure on brain tissue.	1 Migraine headache is a result of specific changes within the brain. It causes severe head pain that is often accompanied by sensitivity to light, sound, or smells. 2 Common symptoms of migraine are: Eye pain.	Brain injury occurs when the tissues of the brain suffer an acute injury that results in temporary, chronic, or permanent damage and/or dysfunction. The brain is a very sensitive organ subject to injury from a variety of insults. Some of the major causes of brain injury include trauma, lack of oxygen (hypoxic/anoxic injury), lack of blood flow (ischemia), infection, and metabolic disorders.	18

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

hotpot

• Dataset: hotpot
• Size: 50,000 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 26 tokens mean: 42.72 tokens max: 129 tokens	min: 17 tokens mean: 107.71 tokens max: 361 tokens	min: 24 tokens mean: 112.85 tokens max: 530 tokens	min: 22 tokens mean: 114.41 tokens max: 374 tokens	min: 14 tokens mean: 112.64 tokens max: 446 tokens	min: 19 tokens mean: 115.12 tokens max: 400 tokens	min: 16 tokens mean: 112.31 tokens max: 353 tokens	min: 25 tokens mean: 114.4 tokens max: 465 tokens	min: 15 tokens mean: 115.55 tokens max: 404 tokens	22: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Given a multi-hop question, retrieve documents that can help answer the question Query: What country of origin does House of Cosbys and Bill Cosby have in common?	House of Cosbys House of Cosbys is an American animated sitcom created by Justin Roiland for the film festival Channel 101. The series centers on Mitchell Reynolds (Jeff Davis), who builds a cloning machine to make duplicates of his favorite comedian, Bill Cosby. The show stars Davis, Roiland, and a rotating cast of performers, many of whom were participants at Channel 101. The series premiered January 30, 2005, and was the number one-rated program on the site for three months. Four episodes of the series were created, which debuted at Channel 101 screenings and were posted online thereafter. The series concluded on June 26, 2005 with an "unofficial" fifth installment.	Clair Huxtable Clair Olivia Huxtable (née Hanks) is a fictional character who appears in the American sitcom "The Cosby Show". Portrayed by actress Phylicia Rashad, Clair, the wife of Dr. Cliff Huxtable and mother of their five children, is the matriarch of the show's central Huxtable family. Working as a lawyer, Clair values the importance of maintaining a successful career while running a strong household. The character debuted alongside her family in "The Cosby Show"'s pilot, "Theo's Economic Lesson", which premiered on September 20, 1984.	Playing House (TV series) Playing House is an American comedy television series that premiered on April 29, 2014, on the USA Network. Lennon Parham and Jessica St. Clair created and star in the series, which is inspired by their real-life friendship.	House (TV series) House (also called House, M.D.) is an American television medical drama that originally ran on the Fox network for eight seasons, from November 16, 2004 to May 21, 2012. The series' main character is Dr. Gregory House (Hugh Laurie), an unconventional, misanthropic medical genius who, despite his dependence on pain medication, leads a team of diagnosticians at the fictional Princeton–Plainsboro Teaching Hospital (PPTH) in New Jersey. The series' premise originated with Paul Attanasio, while David Shore, who is credited as creator, was primarily responsible for the conception of the title character. The series' executive producers included Shore, Attanasio, Attanasio's business partner Katie Jacobs, and film director Bryan Singer. It was filmed largely in Century City.	Cybill Cybill is an American television sitcom created by Chuck Lorre, which aired on CBS from January 2, 1995, to July 13, 1998. Starring Cybill Shepherd, the show revolves around the life of Cybill Sheridan, a twice-divorced single mother of two and struggling actress in her 40s, who has never gotten her big show business break. Alicia Witt and Dedee Pfeiffer co-starred as Sheridan's daughters, with Alan Rosenberg and Tom Wopat playing their respective fathers, while Christine Baranski appeared as Cybill's hard-drinking friend Maryann.	List of Tyler Perry's House of Payne episodes "Tyler Perry's House of Payne" is an American comedy-drama television series created and produced by playwright, director, and producer Tyler Perry. The show revolved around a multi-generational family living under one roof in Atlanta led by patriarch Curtis Payne and his wife Ella. The show premiered in syndication on June 21, 2006, and new episodes were broadcast exclusively on TBS from June 6, 2007, until August 10, 2012. While primarily a comedy sitcom, "House of Payne" was known for featuring dark themes and subject matter, such as substance abuse and addiction. It also had elements of slapstick. The storyline of the show is serialized, with many references to past episodes, creating a continuing story arc.	House of D House of D is 2004 coming-of-age comedy-drama film directed by David Duchovny as his directorial debut in film. The film stars Duchovny, Anton Yelchin, Téa Leoni, Erykah Badu, Frank Langella, Zelda Williams, and Robin Williams. It was screened at the 2004 Tribeca Film Festival.	Fat Albert (film) Fat Albert is a 2004 American live-action/animated fantasy romantic comedy film based on the Filmation animated series of the same name created by Bill Cosby. The film was produced by Davis Entertainment for 20th Century Fox, and stars Kenan Thompson as the title character alongside Cosby himself in a key supporting role. Unlike films that meld the cartoon world with the real world while at the same time keeping the cartoon characters two-dimensional (e.g., "Who Framed Roger Rabbit", "Space Jam", ""), "Fat Albert" takes a twist and transforms the cartoon characters into three-dimensional humans, who have to come to grips with the differences that exist between their world and the real world. The film acts as a continuation of the series; its plot surrounds Fat Albert and the gang leaving their 1970s cartoon world and entering the 21st century real world in order to help a teenage girl, Doris Robertson (Kyla Pratt), deal with the challenges of being unpopular, and not having any friends aside from her foster sister, Lauri. Doris has withdrawn and fallen into depression after the death of her grandfather, Albert Robertson (who was a friend of Cosby and the real-life inspiration for the Fat Albert character). Fat Albert and the gang must show her that she is special and that she can make friends. But if Fat Albert and his friends stay in the real world, they will turn to celluloid dust, and it is up to Cosby to help them get them back into the cartoon world.	22
  Instruct Given a multi-hop question, retrieve documents that can help answer the question Query: How many fountains where present "World of Color" which includes lights,fire,laser and fog which has anthology television series and created by Steve Davison, who is Lead Creative Executive of Parades for Walt Disney and author such a shows as "Believe..There's Magic in the Start", "Disney Dreams!"?	Steve Davison Steven "Steve" Davison is Lead Creative Executive of Parades and Spectaculars for Walt Disney Creative Entertainment, and is responsible for the overall creative direction of daytime parades, firework displays, and nighttime spectaculars at Walt Disney Parks and Resorts worldwide. He created such shows as "Believe... There's Magic in the Stars", "", "World of Color", and "Disney Dreams!".	Disneyland 10th Anniversary "Disneyland 10th Anniversary" is a 1965 episode of "Walt Disney's Wonderful World of Color". It begins with Walt Disney showing viewers and Disneyland ambassador Julie Reihm plans for upcoming attractions, including It's a Small World, Pirates of the Caribbean and the Haunted Mansion. In Disneyland, the Disney characters celebrate Disneyland’s Tencennial, with a show in front of the Sleeping Beauty Castle and a parade put on by a local high school band and cheerleaders. Next, Walt Disney describes a brief history of the construction of the park, followed by a tour of some of the attractions at the time, including Matterhorn Bobsleds, Jungle Cruise, the Flying Saucers, the Mine Train Through Nature's Wonderland and the Walt Disney's Enchanted Tiki Room. The climax of the episode is a Dixieland band on the Mark Twain Riverboat, and some other boats on the Rivers of America put on an interesting water show.	It's a Small World It's a Small World (currently styled it's a small world) is a water-based dark ride located in the Fantasyland area at the various Walt Disney Parks and Resorts worldwide; these include: Disneyland Park in Anaheim, California, the Magic Kingdom at Walt Disney World Resort in Lake Buena Vista, Florida, Tokyo Disneyland, Disneyland Paris, and Hong Kong Disneyland. The ride features over 300 audio-animatronic children in traditional costumes from cultures around the world, frolicking in a spirit of international unity, and singing the attraction's title song, which has a theme of global peace.	A Christmas Fantasy Parade The "A Christmas Fantasy Parade" is an annual parade presented at Disneyland Park in the Disneyland Resort in Anaheim, CA. The parade is a holiday parade that runs (usually) from the weekend before Thanksgiving until the Sunday after New Years. It debuted in during the 1994 Holiday Season, replacing the ""Very Merry Christmas Parade"." The parade features several Christmas themed floats and a catchy soundtrack, along with favorite Disney characters such as Mickey, Minnie, Donald, Daisy, Pluto, Goofy, Clarabelle Cow, Elsa, Anna, Woody & Buzz Lightyear, Belle, Beast, Snow White and her Prince, Princess Aurora, Prince Phillip, Cinderella, Prince Charming, Ariel, Prince Eric, Winnie the Pooh, Tigger, Eeyore, and the Babes in Toyland soldiers. Earlier versions of the parade included Scrooge McDuck, Roger Rabbit, Max Goof, characters from "Lilo & Stitch", "The Hunchback of Notre Dame", "Mulan", "Aladdin", and also young children.	WET (company) WET, also known as WET Design, is a water feature design firm based in Los Angeles, California. Founded in 1983 by former Disney Imagineers Mark Fuller, Melanie Simon, and Alan Robinson, the company has designed over two hundred fountains and water features using water, fire, ice, fog, and lights. It is known for creating The Dubai Fountain, the world's largest performing fountain, along with the 8-acre (3.2 ha) Fountains of Bellagio It has designed features in over 20 countries around the world, in North America, Europe, Asia and the Middle East.	Fantasia 2000 Fantasia 2000 is a 1999 American animated film by Walt Disney Feature Animation and Walt Disney Pictures, and released by Buena Vista Pictures. Produced by Roy E. Disney and Donald W. Ernst, it is the 38th Disney animated feature film and the sequel to "Fantasia" (1940). Like its predecessor, "Fantasia 2000" consists of animated segments set to pieces of classical music. Celebrities including Steve Martin, Itzhak Perlman, Quincy Jones, Bette Midler, James Earl Jones, Penn & Teller, and Angela Lansbury introduce each segment in live action scenes directed by Don Hahn.	Fantasia (1940 film) Fantasia is a 1940 American animated film produced by Walt Disney and released by Walt Disney Productions. With story direction by Joe Grant and Dick Huemer, and production supervision by Ben Sharpsteen, it is the third Disney animated feature film. The film consists of eight animated segments set to pieces of classical music conducted by Leopold Stokowski, seven of which are performed by the Philadelphia Orchestra. Music critic and composer Deems Taylor acts as the film's Master of Ceremonies, providing a live-action introduction to each animated segment.	Walt Disney (film) Walt Disney is a documentary film created by PBS for the "American Experience" program. The two-part, four-hour documentary premiered on September 14, 2015 and centers on the life, times and legacy of Walt Disney. According to Sarah Colt, director of the documentary film, the biggest challenge was "capturing the truth of the man who had such [an] outsized influence and notoriety ... People think they know him but in reality they don't know him ... He was a human being with many layers of complexity." Rob Lowman, of the "Los Angeles Daily News", described "Disneyesque" as being "synonymous with a specific artistic style and, eventually, a fantasy world." Richard Sherman, a Disney songwriter, recalled that "Disney was never driven by a desire for wealth or fame. He wanted to be seen as a master storyteller ... He got great joy out of making people happy with his movies."	22
  Instruct Given a multi-hop question, retrieve documents that can help answer the question Query: Chris Larceny directed the music video Gon Jock, featuring a Haitian rapper who first achieved fame as a member of what New Jersey hip hop group?	Chris Larceny Chris Fraser (professional name Chris Larceny) is an African-American urban music and hip-hop music video, television and film director affiliated with Miami's ghost writer and Industry Executive Dray Skky, During the years spanning 2006 through 2010, Chris Larceny was the Director of Film for music label Poe Boy Music Group. Poe Boy Music Group is known for launching the careers of Rick Ross, Flo Rida, Jackie O and Brisco. Chris Larceny directed the films "The Game Don’t Differ", "M.I Yayo", "Money Right" and Flo Rida's R.O.O.T.S. Larceny has been the Second Unit Director/Assistant Director for The History Channel series Gangland and Trina: Live and Uncut. In 2010 Chris Larceny directed the music video ‘Gon Jock featuring Wyclef Jean, Lil Boosie and Haitian Fresh. Chris Larceny is currently in production of his television series "THE LICK" starring Clifton Powell and James Anthony Brown.	Capone (rapper) Kiam Akasi Holley (born February 8, 1976), better known by his stage name Capone, is an American rapper. He is best known as one half of the East Coast hip hop duo Capone-N-Noreaga (C-N-N), alongside friend and fellow Queens-based rapper N.O.R.E.. He spent some time in jail after the release of C-N-N's debut album "The War Report." When he was released, he and Noreaga recorded their second album "The Reunion", but shortly after releasing the album, Capone was sent back to jail. In 2004, he recorded the single "I Need Speed", for exclusive use in EA's video game "Need for Speed Underground 2", which was featured on the game's soundtrack. In early 2005, Def Jam Recordings released Capone from his contract while retaining Noreaga, leaving the group's status in disarray. Capone released his debut album, "Pain, Time & Glory", in 2005, but it received poor sales. He also appeared on the Ron Artest album "My World". He is of Haitian descent.	Nicky da B Nickesse Trimaine Toney (March 13, 1990 – September 2, 2014), known by his stage name Nicky Da B, was a New Orleans-based rapper specializing in the regional genre of bounce music. He released an album in 2012 titled "Please Don't Forget Da B," and his single with the artist Diplo that year, "Express Yourself", was one of the year's largest viral successes, featuring in a Doritos commercial during Super Bowl XLVII. He was also known for his role in popularizing the dance phenomenon of twerking.	Lockjaw (song) "Lockjaw" is a song by American rapper French Montana. It was released on May 27, 2016, which was a single from his mixtape, "MC4". It was also a single from his twentieth mixtape "Wave Gods". The track was produced by Ben Billions and features a guest appearance from Pompano Beach-based hip hop recording artist Kodak Black. The song is featured in the video game WWE 2K17. The song was certified Platinum by the Recording Industry Association of America (RIAA) in March 2017, for selling over 1,000,000 digital copies in the United States.	Shock G Gregory Jacobs, commonly known by his stage name Shock G (as well as by his alter ego Humpty Hump) is an American musician and rapper, known as the lead vocalist for the hip hop group Digital Underground. He is responsible for Digital Underground's "The Humpty Dance", 2Pac's breakthrough single "I Get Around", and co-producer of 2Pac's debut album "2Pacalypse Now".	Jizz in My Pants "Jizz in My Pants" (known in the edited version as "J*** in My Pants") is a SNL Digital Short which aired on "Saturday Night Live" on December 6, 2008 and YouTube on the same day. It serves as the music video for the first single from The Lonely Island's debut album, "Incredibad". The video stars The Lonely Island members Andy Samberg, Jorma Taccone and, briefly, Akiva Schaffer, and also features guest appearances by Justin Timberlake (who had also appeared in "Dick in a Box"), Molly Sims and Jamie-Lynn Sigler. "Jizz in My Pants" outviewed OK Go's popular treadmill music video, "Here It Goes Again", in less than six months.	Sheek Louch Sean Divine Jacobs (born September 30, 1976), better known as Sheek Louch (also known as Donnie Def Jam and "Donnie G"), is a rapper and member of The LOX and founder of D-Block Records, along with Styles P and Jadakiss.	Brooklyn Go Hard "Brooklyn Go Hard" is the second promo single by rap artist Jay-Z, featuring additional vocals by alternative musician Santigold. The song was produced by Kanye West. It appears on the soundtrack to The Notorious B.I.G. biopic "Notorious" for which it serves as the theme song. It was released on December 1, 2008, as an exclusive download available via subscription to (RED)Wire, with a portion of the profits going towards Bono's Product Red organization. In 2013, it was used in a trailer and several television commercials for the Jackie Robinson biopic "".	22

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

nq

• Dataset: nq
• Size: 100,000 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 25 tokens mean: 27.19 tokens max: 37 tokens	min: 16 tokens mean: 137.66 tokens max: 543 tokens	min: 20 tokens mean: 146.87 tokens max: 943 tokens	min: 23 tokens mean: 149.7 tokens max: 594 tokens	min: 21 tokens mean: 152.25 tokens max: 542 tokens	min: 18 tokens mean: 159.04 tokens max: 700 tokens	min: 14 tokens mean: 150.92 tokens max: 651 tokens	min: 19 tokens mean: 153.68 tokens max: 1024 tokens	min: 11 tokens mean: 149.29 tokens max: 976 tokens	19: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Given a question, retrieve Wikipedia passages that answer the question Query: when did richmond last play in a preliminary final	Richmond Football Club Richmond began 2017 with 5 straight wins, a feat it had not achieved since 1995. A series of close losses hampered the Tigers throughout the middle of the season, including a 5-point loss to the Western Bulldogs, 2-point loss to Fremantle, and a 3-point loss to the Giants. Richmond ended the season strongly with convincing victories over Fremantle and St Kilda in the final two rounds, elevating the club to 3rd on the ladder. Richmond's first final of the season against the Cats at the MCG attracted a record qualifying final crowd of 95,028; the Tigers won by 51 points. Having advanced to the first preliminary finals for the first time since 2001, Richmond defeated Greater Western Sydney by 36 points in front of a crowd of 94,258 to progress to the Grand Final against Adelaide, their first Grand Final appearance since 1982. The attendance was 100,021, the largest crowd to a grand final since 1986. The Crows led at quarter time and led by as many as 13, but the Tigers took over the game as it progressed and scored seven straight goals at one point. They eventually would win by 48 points – 16.12 (108) to Adelaide's 8.12 (60) – to end their 37-year flag drought.[22] Dustin Martin also became the first player to win a Premiership medal, the Brownlow Medal and the Norm Smith Medal in the same season, while Damien Hardwick was named AFL Coaches Association Coach of the Year. Richmond's jump from 13th to premiers also marked the biggest jump from one AFL season to the next.	2016 AFL Grand Final The 2016 AFL Grand Final was an Australian rules football match contested between the Sydney Swans and the Western Bulldogs. It was the 120th annual Grand Final of the Australian Football League (formerly the Victorian Football League), staged to determine the premiers of the 2016 AFL season. It was the Swans' fifth grand final appearance since 2005, while the Bulldogs were competing in their first grand final since 1961. The match, played at the Melbourne Cricket Ground in front of 99,981 spectators, was won by the Bulldogs by a margin of 22 points, marking their second VFL/AFL premiership victory and first since 1954, breaking a 62-year premiership drought. It was also the first time in VFL/AFL history that a team won the premiership from seventh place on the ladder. Jason Johannisen of the Bulldogs was awarded the Norm Smith Medal as the best player on the ground.	2010 AFL Grand Final The 2010 AFL Grand Final was a series of two Australian rules football matches between the Collingwood Football Club and the St Kilda Football Club. Together they are considered the 114th annual Grand Final of the Australian Football League (formerly the Victorian Football League),Note 1 and were staged to determine the premiers for the 2010 AFL season. The premiership is usually decided by a single match; however, as the first Grand Final ended in a draw, a Grand Final replay was played the following week and was won by Collingwood. Both Grand Finals were held at the Melbourne Cricket Ground in Melbourne. The first was held on 25 September 2010. The game was attended by 100,016 spectators, the highest crowd for a VFL/AFL game since the 1986 VFL Grand Final. The match ended in a draw, with both teams scoring 68 points. This was the third draw in a VFL/AFL Grand Final, the previous two occurring in 1948 and 1977.	2018 AFL Women's Grand Final The 2018 AFL Women's Grand Final was an Australian rules football match held on 24 March 2018 to determine the premiers of the 2018 AFL Women's season, the league's second season. It was contested by the Western Bulldogs and Brisbane and was won by the Western Bulldogs. The Bulldogs claimed their first AFL Women's premiership, whilst Brisbane suffered their second consecutive loss in a Grand Final.	Lance Franklin Franklin kicked his 100th goal for the home-and-away season against Carlton in round 22 at Etihad Stadium, becoming the first player to kick 100 goals in a season since Tony Lockett in 1998, the first player to kick 100 goals in a year since Fraser Gehrig in 2004, the first Hawthorn player since Jason Dunstall in 1996, as of 2017, the last player to kick 100 goals in a year. Upon reaching the milestone, thousands of supporters stormed the field and formed a large huddle around Franklin, who was promptly ushered from the field and into the change rooms until the supporters had cleared. Prior to the match, the AFL had warned of a $6000 fine for every person who jumped the fence.[8] He also was the first player of Aboriginal descent to achieve this. He then added to his tally by kicking another eight goals in the qualifying final against the Western Bulldogs, equalling Dermott Brereton's record for the most goals kicked by a Hawthorn player in a finals match. He kicked just one goal against St Kilda in the preliminary final, before Hawthorn went on to win the premiership. Although Franklin did not play a large part in the grand final, his two goals brought his season tally up to 113 goals. Franklin was named as full forward in the 2008 All-Australian team, his first ever selection; he then received his first Peter Crimmins Medal for his outstanding season.[9]	2018 A-League Grand Final The 2018 A-League Grand Final was the thirteenth A-League Grand Final, played on 5 May 2018. The match took place at McDonald Jones Stadium, with Newcastle Jets hosting Melbourne Victory, the first A-League grand final held outside a metropolitan city.[1]	2018 NRL Grand Final The 2018 NRL Grand Final was the conclusive and premiership-deciding game of the 2018 National Rugby League season and was played on Sunday September 30 at Sydney's ANZ Stadium.[1] The match was contested between minor premiers the Sydney Roosters and defending premiers the Melbourne Storm. In front of a crowd of 82,688, Sydney won the match 21–6 to claim their 14th premiership title and their first since 2013. Roosters five-eighth Luke Keary was awarded the Clive Churchill Medal as the game's official man of the match.	2018 NRL Grand Final The 2018 NRL Grand Final will be the conclusive and premiership-deciding game of the 2018 National Rugby League season and will be played on Sunday September 30 at Sydney's ANZ Stadium.[1]	19
  Instruct Given a question, retrieve Wikipedia passages that answer the question Query: who sang what in the world's come over you	Jack Scott (singer) At the beginning of 1960, Scott again changed record labels, this time to Top Rank Records.[1] He then recorded four Billboard Hot 100 hits – "What in the World's Come Over You" (#5), "Burning Bridges" (#3) b/w "Oh Little One" (#34), and "It Only Happened Yesterday" (#38).[1] "What in the World's Come Over You" was Scott's second gold disc winner.[6] Scott continued to record and perform during the 1960s and 1970s.[1] His song "You're Just Gettin' Better" reached the country charts in 1974.[1] In May 1977, Scott recorded a Peel session for BBC Radio 1 disc jockey, John Peel.	Bridge over Troubled Water (song) "Bridge over Troubled Water" is a song by American music duo Simon & Garfunkel. Produced by the duo and Roy Halee, the song was released as the follow-up single to "The Boxer" in January 1970. The song is featured on their fifth studio album, Bridge over Troubled Water (1970). Composed by singer-songwriter Paul Simon, the song is performed on piano and carries the influence of gospel music. The original studio recording employs elements of Phil Spector's "Wall of Sound" technique using L.A. session musicians from the Wrecking Crew.[1][2]	Make the World Go Away "Make the World Go Away'" is a country-popular music song composed by Hank Cochran. It has become a Top 40 popular success three times: for Timi Yuro (during 1963), for Eddy Arnold (1965), and for the brother-sister duo Donny and Marie Osmond (1975). The original version of the song was recorded by Ray Price during 1963. It has remained a country crooner standard ever since.	(There'll Be Bluebirds Over) The White Cliffs of Dover "(There'll Be Bluebirds Over) The White Cliffs of Dover" is a popular World War II song composed in 1941 by Walter Kent to lyrics by Nat Burton. Made famous in Vera Lynn's 1942 version, it was one of Lynn's best-known recordings and among the most popular World War II tunes.	Over You (Miranda Lambert song) "Over You" is a country ballad written by Miranda Lambert and Blake Shelton about a personal experience Shelton had as a teenager when his older brother was killed in a car accident. According to Lambert, she decided to record the song because of Shelton's emotional connection to the song: "Blake said he couldn’t record it for himself or sing it onstage every night, but he would be honored for me to."[1]	Come Back When You Grow Up "Come Back When You Grow Up" is a song written by Martha Sharp and performed by Bobby Vee and The Strangers. The song was a comeback for the 24 year-old Vee, and it reached #3 on the Billboard Hot 100 in 1967.[1] The song appeared on his 1967 album, Come Back When You Grow Up.[2]	I'd Love to Change the World "I'd Love to Change the World" is a song by the British blues rock band Ten Years After. Written by Alvin Lee, it is the lead single from the band's 1971 album A Space in Time. It is the band's only Top 40 hit, peaking at number 40 on the Billboard Hot 100 and their most popular single.[1]	Bridge over Troubled Water (song) "Bridge over Troubled Water" was composed by Paul Simon very quickly, so much so that he asked himself, "Where did that come from? It doesn't seem like me." [7] The chorus lyrics were partly inspired by Claude Jeter's line "I'll be your bridge over deep water if you trust in me," which Jeter sang with his group, the Swan Silvertones, in the 1958 song "Mary Don't You Weep."[8] According to gospel producer and historian Anthony Heilbut, Simon later acknowledged his musical debt to Jeter in person, and additionally handed Jeter a check as compensation.[9] Simon wrote the song initially on guitar but decided to transpose it to the piano, to both better reflect the gospel influence and to suit Garfunkel's voice.[3]	19
  Instruct Given a question, retrieve Wikipedia passages that answer the question Query: who produces the most wool in the world	Wool Global wool production is about 2 million tonnes per year, of which 60% goes into apparel. Wool comprises ca 3% of the global textile market, but its value is higher owing to dying and other modifications of the material.[1] Australia is a leading producer of wool which is mostly from Merino sheep but has been eclipsed by China in terms of total weight.[30] New Zealand (2016) is the third-largest producer of wool, and the largest producer of crossbred wool. Breeds such as Lincoln, Romney, Drysdale, and Elliotdale produce coarser fibers, and wool from these sheep is usually used for making carpets.	Wool bale It takes about 60 skirted fleeces to fill a wool bale, depending on the size and age of the sheep. The presser closes the bale with four internal and five external metal bale fasteners, before weighing the bale, if the press does not have an inbuilt scale. Bales should weigh between 110 kg (243 lb) and 204 kg (450 lb), unless the wool is under 18.6 microns, in which case they may be a minimum gross weight of 90 kg (198 lb). Bales that weigh less than 110 kg (243 lb) are known as a butt and those over 204 kg (450 lb) will not be sold at auction without repacking at the vendor’s expense. The maximum wool bale length is 1.25 metres (49.2 inches). Overlong bales may create problems with over wide loads when trucking, in brokers' stores and in the jamming of dumping equipment.[7]The presser is responsible for completing the wool book and then branding the bale head and face with the owner’s brand, contents description, number and wool classer ID. [3]	Milk As an agricultural product, milk is extracted from non-human mammals during or soon after pregnancy. Dairy farms produced about 730 million tonnes of milk in 2011,[4] from 260 million dairy cows.[5] India is the world's largest producer of milk, and is the leading exporter of skimmed milk powder, yet it exports few other milk products.[6][7] The ever increasing rise in domestic demand for dairy products and a large demand-supply gap could lead to India being a net importer of dairy products in the future.[8] The United States, India, China and Brazil are the world's largest exporters of milk and milk products.[9] China and Russia were the world's largest importers of milk and milk products until 2016 when both countries became self-sufficient, contributing to a worldwide glut of milk.[10]	Milk As an agricultural product, milk is extracted from non-human mammals during or soon after pregnancy. Dairy farms produced about 730 million tonnes of milk in 2011,[2] from 260 million dairy cows.[3] India is the world's largest producer of milk, and is the leading exporter of skimmed milk powder, yet it exports few other milk products.[4][5] The ever increasing rise in domestic demand for dairy products and a large demand-supply gap could lead to India being a net importer of dairy products in the future.[6] The United States, India, China and Brazil are the world's largest exporters of milk and milk products.[7] China and Russia were the world's largest importers of milk and milk products until 2016 when both countries became self-sufficient, contributing to a worldwide glut of milk.[8]	Beef In 2015, the world's largest exporters of beef, (including buffalo meat), were India, Brazil and Australia.[6][7] Beef production is also important to the economies of Uruguay, Canada, Paraguay, Mexico, Argentina, Belarus and Nicaragua.	Cheese In 2014, world production of cheese from whole cow milk was 18.7 million tonnes, with the United States accounting for 29% (5.4 million tonnes) of the world total followed by Germany, France and Italy as major producers (table).[18]	Gold As of 2014, the world's largest gold producer by far was China with 450 tonnes and it was expected to reach 490 in 2015. The second-largest producer, Australia, mined 274 tonnes in the same year, followed by Russia with 247 tonnes.[13]	Gold mining As of 2016, the world's largest gold producer was China with 463.7 tonnes. The second-largest producer, Australia, mined 287.3 tonnes in the same year, followed by Russia with 274.4 tonnes.[1]	19

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

nli

• Dataset: nli
• Size: 20,000 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 16 tokens mean: 26.29 tokens max: 63 tokens	min: 5 tokens mean: 11.67 tokens max: 38 tokens	min: 4 tokens mean: 7.7 tokens max: 15 tokens	min: 5 tokens mean: 9.03 tokens max: 19 tokens	min: 5 tokens mean: 8.38 tokens max: 32 tokens	min: 4 tokens mean: 9.29 tokens max: 18 tokens	min: 4 tokens mean: 10.02 tokens max: 19 tokens	min: 5 tokens mean: 9.13 tokens max: 16 tokens	min: 4 tokens mean: 11.73 tokens max: 42 tokens	13: ~23.20% 22: ~76.80%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Given a premise, retrieve a hypothesis that is entailed by the premise Query: A person on a horse jumps over a broken down airplane.	A person is outdoors, on a horse.	A motorcylist does a jump.	A guy riding a horse trying to make it to the finish line.	The woman is training her horse to do tricks.	A person is at the rodeo dodging the horse.	The horse is wearing shoes	The plane has people as passengers.	The cowboy rides a horse.	22
  Instruct Given a premise, retrieve a hypothesis that is entailed by the premise Query: Children smiling and waving at camera	There are children present	The little girl is frowning at the camera.	Two smiling boys with no goggles	A large group of Indian women and children getting their photo taken outdoors.	A group of children are near the water.	children are sliding on a slide	a group of children on a ride	There are seven children jumping for joy on a grass hill.	22
  Instruct Given a premise, retrieve a hypothesis that is entailed by the premise Query: A boy is jumping on skateboard in the middle of a red bridge.	The boy does a skateboarding trick.	A boy is taking a picture.	People riding skateboards down a hill	a snowboarder jumps into the air	A boy is at the beach	a boy is at the beach	Guy in red shorts not jumping	A boy uses a swing.	22

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

squad

• Dataset: squad
• Size: 87,599 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 22 tokens mean: 30.14 tokens max: 46 tokens	min: 37 tokens mean: 194.61 tokens max: 448 tokens	min: 37 tokens mean: 207.64 tokens max: 588 tokens	min: 37 tokens mean: 205.99 tokens max: 693 tokens	min: 34 tokens mean: 211.73 tokens max: 693 tokens	min: 37 tokens mean: 207.94 tokens max: 523 tokens	min: 37 tokens mean: 207.71 tokens max: 741 tokens	min: 37 tokens mean: 204.41 tokens max: 588 tokens	min: 33 tokens mean: 209.56 tokens max: 588 tokens	19: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Given a question, retrieve Wikipedia passages that answer the question Query: To whom did the Virgin Mary allegedly appear in 1858 in Lourdes France?	Architecturally, the school has a Catholic character. Atop the Main Building's gold dome is a golden statue of the Virgin Mary. Immediately in front of the Main Building and facing it, is a copper statue of Christ with arms upraised with the legend "Venite Ad Me Omnes". Next to the Main Building is the Basilica of the Sacred Heart. Immediately behind the basilica is the Grotto, a Marian place of prayer and reflection. It is a replica of the grotto at Lourdes, France where the Virgin Mary reputedly appeared to Saint Bernadette Soubirous in 1858. At the end of the main drive (and in a direct line that connects through 3 statues and the Gold Dome), is a simple, modern stone statue of Mary.	The doctrine of the immaculate conception (Mary being conceived free from original sin) is not to be confused with her virginal conception of her son Jesus. This misunderstanding of the term immaculate conception is frequently met in the mass media. Catholics believe that Mary was not the product of a virginal conception herself but was the daughter of a human father and mother, traditionally known by the names of Saint Joachim and Saint Anne. In 1677, the Holy See condemned the belief that Mary was virginally conceived, which had been a belief surfacing occasionally since the 4th century. The Church celebrates the Feast of the Immaculate Conception (when Mary was conceived free from original sin) on 8 December, exactly nine months before celebrating the Nativity of Mary. The feast of the Annunciation (which commemorates the virginal conception and the Incarnation of Jesus) is celebrated on 25 March, nine months before Christmas Day.	In the Catholic Church, Mary is accorded the title "Blessed", (from Latin beatus, blessed, via Greek μακάριος, makarios and Latin facere, make) in recognition of her assumption to Heaven and her capacity to intercede on behalf of those who pray to her. Catholic teachings make clear that Mary is not considered divine and prayers to her are not answered by her, they are answered by God. The four Catholic dogmas regarding Mary are: Mother of God, Perpetual virginity of Mary, Immaculate Conception (of Mary) and Assumption of Mary.	The Qur'an relates detailed narrative accounts of Maryam (Mary) in two places, Qur'an 3:35–47 and 19:16–34. These state beliefs in both the Immaculate Conception of Mary and the Virgin birth of Jesus. The account given in Sura 19 is nearly identical with that in the Gospel according to Luke, and both of these (Luke, Sura 19) begin with an account of the visitation of an angel upon Zakariya (Zecharias) and Good News of the birth of Yahya (John), followed by the account of the annunciation. It mentions how Mary was informed by an angel that she would become the mother of Jesus through the actions of God alone.	The popularity of this particular representation of The Immaculate Conception spread across the rest of Europe, and has since remained the best known artistic depiction of the concept: in a heavenly realm, moments after her creation, the spirit of Mary (in the form of a young woman) looks up in awe at (or bows her head to) God. The moon is under her feet and a halo of twelve stars surround her head, possibly a reference to "a woman clothed with the sun" from Revelation 12:1-2. Additional imagery may include clouds, a golden light, and cherubs. In some paintings the cherubim are holding lilies and roses, flowers often associated with Mary.	Mary's special position within God's purpose of salvation as "God-bearer" (Theotokos) is recognised in a number of ways by some Anglican Christians. All the member churches of the Anglican Communion affirm in the historic creeds that Jesus was born of the Virgin Mary, and celebrates the feast days of the Presentation of Christ in the Temple. This feast is called in older prayer books the Purification of the Blessed Virgin Mary on February 2. The Annunciation of our Lord to the Blessed Virgin on March 25 was from before the time of Bede until the 18th century New Year's Day in England. The Annunciation is called the "Annunciation of our Lady" in the 1662 Book of Common Prayer. Anglicans also celebrate in the Visitation of the Blessed Virgin on 31 May, though in some provinces the traditional date of July 2 is kept. The feast of the St. Mary the Virgin is observed on the traditional day of the Assumption, August 15. The Nativity of the Blessed Virgin is kept on September 8.	The Protoevangelium of James, an extra-canonical book, has been the source of many Orthodox beliefs on Mary. The account of Mary's life presented includes her consecration as a virgin at the temple at age three. The High Priest Zachariah blessed Mary and informed her that God had magnified her name among many generations. Zachariah placed Mary on the third step of the altar, whereby God gave her grace. While in the temple, Mary was miraculously fed by an angel, until she was twelve years old. At that point an angel told Zachariah to betroth Mary to a widower in Israel, who would be indicated. This story provides the theme of many hymns for the Feast of Presentation of Mary, and icons of the feast depict the story. The Orthodox believe that Mary was instrumental in the growth of Christianity during the life of Jesus, and after his Crucifixion, and Orthodox Theologian Sergei Bulgakov wrote: "The Virgin Mary is the center, invisible, but real, of the Apostolic Church."	The doctrines of the Assumption or Dormition of Mary relate to her death and bodily assumption to Heaven. The Roman Catholic Church has dogmaically defined the doctrine of the Assumption, which was done in 1950 by Pope Pius XII in Munificentissimus Deus. Whether the Virgin Mary died or not is not defined dogmatically, however, although a reference to the death of Mary are made in Munificentissimus Deus. In the Eastern Orthodox Church, the Assumption of the Virgin Mary is believed, and celebrated with her Dormition, where they believe she died.	19
  Instruct Given a question, retrieve Wikipedia passages that answer the question Query: What is in front of the Notre Dame Main Building?	Architecturally, the school has a Catholic character. Atop the Main Building's gold dome is a golden statue of the Virgin Mary. Immediately in front of the Main Building and facing it, is a copper statue of Christ with arms upraised with the legend "Venite Ad Me Omnes". Next to the Main Building is the Basilica of the Sacred Heart. Immediately behind the basilica is the Grotto, a Marian place of prayer and reflection. It is a replica of the grotto at Lourdes, France where the Virgin Mary reputedly appeared to Saint Bernadette Soubirous in 1858. At the end of the main drive (and in a direct line that connects through 3 statues and the Gold Dome), is a simple, modern stone statue of Mary.	The university is the major seat of the Congregation of Holy Cross (albeit not its official headquarters, which are in Rome). Its main seminary, Moreau Seminary, is located on the campus across St. Joseph lake from the Main Building. Old College, the oldest building on campus and located near the shore of St. Mary lake, houses undergraduate seminarians. Retired priests and brothers reside in Fatima House (a former retreat center), Holy Cross House, as well as Columba Hall near the Grotto. The university through the Moreau Seminary has ties to theologian Frederick Buechner. While not Catholic, Buechner has praised writers from Notre Dame and Moreau Seminary created a Buechner Prize for Preaching.	Since the construction of its oldest buildings, the university's physical plant has grown substantially. Over the years 29 residence halls have been built to accommodate students and each has been constructed with its own chapel. Many academic building were added together with a system of libraries, the most prominent of which is the Theodore Hesburgh Library, built in 1963 and today containing almost 4 million books. Since 2004, several buildings have been added, including the DeBartolo Performing Arts Center, the Guglielmino Complex, and the Jordan Hall of Science. Additionally, a new residence for men, Duncan Hall, was begun on March 8, 2007, and began accepting residents for the Fall 2008 semester. Ryan Hall was completed and began housing undergraduate women in the fall of 2009. A new engineering building, Stinson-Remick Hall, a new combination Center for Social Concerns/Institute for Church Life building, Geddes Hall, and a law school addition have recently been completed as well. Additionally the new hockey arena opened in the fall of 2011. The Stayer Center for Executive Education, which houses the Mendoza College of Business Executive Education Department opened in March 2013 just South of the Mendoza College of Business building. Because of its long athletic tradition, the university features also many building dedicated to sport. The most famous is Notre Dame Stadium, home of the Fighting Irish football team; it has been renovated several times and today it can hold more than 80 thousand people. Prominent venues include also the Edmund P. Joyce Center, with indoor basketball and volleyball courts, and the Compton Family Ice Arena, a two-rink facility dedicated to hockey. Also, there are many outdoor fields, as the Frank Eck Stadium for baseball.	The centre of Paris contains the most visited monuments in the city, including the Notre Dame Cathedral and the Louvre as well as the Sainte-Chapelle; Les Invalides, where the tomb of Napoleon is located, and the Eiffel Tower are located on the Left Bank south-west of the centre. The banks of the Seine from the Pont de Sully to the Pont d'Iéna have been listed as a UNESCO World Heritage Site since 1991. Other landmarks are laid out east to west along the historic axis of Paris, which runs from the Louvre through the Tuileries Garden, the Luxor Column in the Place de la Concorde, the Arc de Triomphe, to the Grande Arche of La Défense.	Many of Yale's buildings were constructed in the Collegiate Gothic architecture style from 1917 to 1931, financed largely by Edward S. Harkness Stone sculpture built into the walls of the buildings portray contemporary college personalities such as a writer, an athlete, a tea-drinking socialite, and a student who has fallen asleep while reading. Similarly, the decorative friezes on the buildings depict contemporary scenes such as policemen chasing a robber and arresting a prostitute (on the wall of the Law School), or a student relaxing with a mug of beer and a cigarette. The architect, James Gamble Rogers, faux-aged these buildings by splashing the walls with acid, deliberately breaking their leaded glass windows and repairing them in the style of the Middle Ages, and creating niches for decorative statuary but leaving them empty to simulate loss or theft over the ages. In fact, the buildings merely simulate Middle Ages architecture, for though they appear to be constructed of solid stone blocks in the authentic manner, most actually have steel framing as was commonly used in 1930. One exception is Harkness Tower, 216 feet (66 m) tall, which was originally a free-standing stone structure. It was reinforced in 1964 to allow the installation of the Yale Memorial Carillon.	In the 15th century the dome was added and the naves extended back of the choir, uniting the building to the tower and forming a main entrance. Archbishop Luis Alfonso de los Cameros began the building of the main chapel in 1674; the walls were decorated with marbles and bronzes in the Baroque style of that period. At the beginning of the 18th century the German Conrad Rudolphus built the façade of the main entrance. The other two doors lead into the transept; one, that of the Apostles in pure pointed Gothic, dates from the 14th century, the other is that of the Paláu. The additions made to the back of the cathedral detract from its height. The 18th-century restoration rounded the pointed arches, covered the Gothic columns with Corinthian pillars, and redecorated the walls. The dome has no lantern, its plain ceiling being pierced by two large side windows. There are four chapels on either side, besides that at the end and those that open into the choir, the transept, and the sanctuary. It contains many paintings by eminent artists. A silver reredos, which was behind the altar, was carried away in the war of 1808, and converted into coin to meet the expenses of the campaign. There are two paintings by Francisco Goya in the San Francesco chapel. Behind the Chapel of the Blessed Sacrament is a small Renaissance chapel built by Calixtus III. Beside the cathedral is the chapel dedicated to the Our Lady of the Forsaken (Virgen de los desamparados or Mare de Déu dels Desamparats).	A Science Hall was built in 1883 under the direction of Fr. Zahm, but in 1950 it was converted to a student union building and named LaFortune Center, after Joseph LaFortune, an oil executive from Tulsa, Oklahoma. Commonly known as "LaFortune" or "LaFun," it is a 4-story building of 83,000 square feet that provides the Notre Dame community with a meeting place for social, recreational, cultural, and educational activities. LaFortune employs 35 part-time student staff and 29 full-time non-student staff and has an annual budget of $1.2 million. Many businesses, services, and divisions of The Office of Student Affairs are found within. The building also houses restaurants from national restaurant chains.	Parisian examples of European architecture date back more than a millennium; including the Romanesque church of the Abbey of Saint-Germain-des-Prés (1014-1163); the early Gothic Architecture of the Basilica of Saint-Denis (1144), the Notre Dame Cathedral (1163-1345), the Flamboyant Gothic of Saint Chapelle (1239-1248), the Baroque churches of Saint-Paul-Saint-Louis (1627-1641) and Les Invalides (1670-1708). The 19th century produced the neoclassical church of La Madeleine (1808-1842); the Palais Garnier Opera House (1875); the neo-Byzantine Basilica of Sacré-Cœur (1875-1919), and the exuberant Belle Époque modernism of the Eiffel Tower (1889). Striking examples of 20th century architecture include the Centre Georges Pompidou by Richard Rogers and Renzo Piano (1977), and the Louvre Pyramid by I.M. Pei (1989). Contemporary architecture includes the Musée du Quai Branly by Jean Nouvel (2006) and the new contemporary art museum of the Louis Vuitton Foundation by Frank Gehry (2014).	19
  Instruct Given a question, retrieve Wikipedia passages that answer the question Query: The Basilica of the Sacred heart at Notre Dame is beside to which structure?	Architecturally, the school has a Catholic character. Atop the Main Building's gold dome is a golden statue of the Virgin Mary. Immediately in front of the Main Building and facing it, is a copper statue of Christ with arms upraised with the legend "Venite Ad Me Omnes". Next to the Main Building is the Basilica of the Sacred Heart. Immediately behind the basilica is the Grotto, a Marian place of prayer and reflection. It is a replica of the grotto at Lourdes, France where the Virgin Mary reputedly appeared to Saint Bernadette Soubirous in 1858. At the end of the main drive (and in a direct line that connects through 3 statues and the Gold Dome), is a simple, modern stone statue of Mary.	Parisian examples of European architecture date back more than a millennium; including the Romanesque church of the Abbey of Saint-Germain-des-Prés (1014-1163); the early Gothic Architecture of the Basilica of Saint-Denis (1144), the Notre Dame Cathedral (1163-1345), the Flamboyant Gothic of Saint Chapelle (1239-1248), the Baroque churches of Saint-Paul-Saint-Louis (1627-1641) and Les Invalides (1670-1708). The 19th century produced the neoclassical church of La Madeleine (1808-1842); the Palais Garnier Opera House (1875); the neo-Byzantine Basilica of Sacré-Cœur (1875-1919), and the exuberant Belle Époque modernism of the Eiffel Tower (1889). Striking examples of 20th century architecture include the Centre Georges Pompidou by Richard Rogers and Renzo Piano (1977), and the Louvre Pyramid by I.M. Pei (1989). Contemporary architecture includes the Musée du Quai Branly by Jean Nouvel (2006) and the new contemporary art museum of the Louis Vuitton Foundation by Frank Gehry (2014).	The university is the major seat of the Congregation of Holy Cross (albeit not its official headquarters, which are in Rome). Its main seminary, Moreau Seminary, is located on the campus across St. Joseph lake from the Main Building. Old College, the oldest building on campus and located near the shore of St. Mary lake, houses undergraduate seminarians. Retired priests and brothers reside in Fatima House (a former retreat center), Holy Cross House, as well as Columba Hall near the Grotto. The university through the Moreau Seminary has ties to theologian Frederick Buechner. While not Catholic, Buechner has praised writers from Notre Dame and Moreau Seminary created a Buechner Prize for Preaching.	By the end of the 12th century, Paris had become the political, economic, religious, and cultural capital of France. The Île de la Cité was the site of the royal palace. In 1163, during the reign of Louis VII, Maurice de Sully, bishop of Paris, undertook the construction of the Notre Dame Cathedral at its eastern extremity. The Left Bank was the site of the University of Paris, a corporation of students and teachers formed in the mid-12th century to train scholars first in theology, and later in canon law, medicine and the arts.	In the 15th century the dome was added and the naves extended back of the choir, uniting the building to the tower and forming a main entrance. Archbishop Luis Alfonso de los Cameros began the building of the main chapel in 1674; the walls were decorated with marbles and bronzes in the Baroque style of that period. At the beginning of the 18th century the German Conrad Rudolphus built the façade of the main entrance. The other two doors lead into the transept; one, that of the Apostles in pure pointed Gothic, dates from the 14th century, the other is that of the Paláu. The additions made to the back of the cathedral detract from its height. The 18th-century restoration rounded the pointed arches, covered the Gothic columns with Corinthian pillars, and redecorated the walls. The dome has no lantern, its plain ceiling being pierced by two large side windows. There are four chapels on either side, besides that at the end and those that open into the choir, the transept, and the sanctuary. It contains many paintings by eminent artists. A silver reredos, which was behind the altar, was carried away in the war of 1808, and converted into coin to meet the expenses of the campaign. There are two paintings by Francisco Goya in the San Francesco chapel. Behind the Chapel of the Blessed Sacrament is a small Renaissance chapel built by Calixtus III. Beside the cathedral is the chapel dedicated to the Our Lady of the Forsaken (Virgen de los desamparados or Mare de Déu dels Desamparats).	In addition to the cathedral, Strasbourg houses several other medieval churches that have survived the many wars and destructions that have plagued the city: the Romanesque Église Saint-Étienne, partly destroyed in 1944 by Allied bombing raids, the part Romanesque, part Gothic, very large Église Saint-Thomas with its Silbermann organ on which Wolfgang Amadeus Mozart and Albert Schweitzer played, the Gothic Église protestante Saint-Pierre-le-Jeune with its crypt dating back to the seventh century and its cloister partly from the eleventh century, the Gothic Église Saint-Guillaume with its fine early-Renaissance stained glass and furniture, the Gothic Église Saint-Jean, the part Gothic, part Art Nouveau Église Sainte-Madeleine, etc. The Neo-Gothic church Saint-Pierre-le-Vieux Catholique (there is also an adjacent church Saint-Pierre-le-Vieux Protestant) serves as a shrine for several 15th-century wood worked and painted altars coming from other, now destroyed churches and installed there for public display. Among the numerous secular medieval buildings, the monumental Ancienne Douane (old custom-house) stands out.	The Basilica of Saint Denis is generally cited as the first truly Gothic building, however the distinction is best reserved for the choir, of which the ambulatory remains intact. Noyon Cathedral, also in France, saw the earliest completion of a rebuilding of an entire cathedral in the new style from 1150 to 1231. While using all those features that came to be known as Gothic, including pointed arches, flying buttresses and ribbed vaulting, the builders continued to employ many of the features and much of the character of Romanesque architecture including round-headed arch throughout the building, varying the shape to pointed where it was functionally practical to do so.	The university is affiliated with the Congregation of Holy Cross (Latin: Congregatio a Sancta Cruce, abbreviated postnominals: "CSC"). While religious affiliation is not a criterion for admission, more than 93% of students identify as Christian, with over 80% of the total being Catholic. Collectively, Catholic Mass is celebrated over 100 times per week on campus, and a large campus ministry program provides for the faith needs of the community. There are multitudes of religious statues and artwork around campus, most prominent of which are the statue of Mary on the Main Building, the Notre Dame Grotto, and the Word of Life mural on Hesburgh Library depicting Christ as a teacher. Additionally, every classroom displays a crucifix. There are many religious clubs (catholic and non-Catholic) at the school, including Council #1477 of the Knights of Columbus (KOC), Baptist Collegiate Ministry (BCM), Jewish Club, Muslim Student Association, Orthodox Christian Fellowship, The Mormon Club, and many more. The Notre Dame KofC are known for being the first collegiate council of KofC, operating a charitable concession stand during every home football game and owning their own building on campus which can be used as a cigar lounge. Fifty-seven chapels are located throughout the campus.	19

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

bioasq

• Dataset: bioasq
• Size: 2,000 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 24 tokens mean: 34.44 tokens max: 69 tokens	min: 2 tokens mean: 58.84 tokens max: 463 tokens	min: 3 tokens mean: 59.47 tokens max: 506 tokens	min: 5 tokens mean: 57.47 tokens max: 441 tokens	min: 4 tokens mean: 57.69 tokens max: 550 tokens	min: 3 tokens mean: 62.72 tokens max: 550 tokens	min: 6 tokens mean: 57.42 tokens max: 550 tokens	min: 4 tokens mean: 58.17 tokens max: 550 tokens	min: 6 tokens mean: 59.38 tokens max: 746 tokens	23: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Given a question, retrieve detailed question descriptions that are duplicates to the given question Query: What is the implication of histone lysine methylation in medulloblastoma?	Aberrant patterns of H3K4, H3K9, and H3K27 histone lysine methylation were shown to result in histone code alterations, which induce changes in gene expression, and affect the proliferation rate of cells in medulloblastoma.	Tudor interacting repair regulator (TIRR) regulates P53-binding protein 1 (53BP1) by masking its histone methyl-lysine binding function.	Yes, TERT mutation is associated with survival of glioma patients and was suggested as a bio-marker of gliomas.	Yes. CTCF is ubiquitously expressed and plays diverse roles in gene regulation, imprinting, insulation, intra/interchromosomal interactions, nuclear compartmentalisation, and alternative splicing. CTCF has a single paralogue, the testes-specific CTCF-like gene (CTCFL)/BORIS. CTCF and BORIS can be deregulated in cancer. The tumour suppressor gene CTCF can be mutated or deleted in cancer, or CTCF DNA binding can be altered by epigenetic changes. BORIS is aberrantly expressed frequently in cancer, leading some to propose a pro-tumourigenic role for BORIS. However, BORIS can inhibit cell proliferation, and is mutated in cancer similarly to CTCF suggesting BORIS activation in cancer may be due to global genetic or epigenetic changes typical of malignant transformation.	Malat-1 expression is upregulated in several tumor types	Dam Identification (DamID) system induced by Cre recombinase using Lamin B1 and mouse embryonic fibroblasts. This inducible system will help to generate genome-wide profiles of chromatin proteins in given cell types and tissues with no need to dissect tissues from organs or separate cells from tissues, which is achieved by using specific regulatory DNA elements and due to the high sensitivity of the method. DNA adenine methyltransferase identification (DamID) has emerged as one of the most comprehensive and versatile methods available for profiling protein-DNA interactions on a genomic scale. Recently, a novel methylation-based tagging technique, termed DamID (DNA adenine methyltransferase identification), has emerged as a powerful tool to decipher transcriptional networks, to study chromatin-associated proteins, and to monitor higher-order chromatin organization on a genome-wide scale. We show here that the in vivo methylation-based tagging technique DamID (DNA adenine methyltransferase identification) can be used for studies of DNA-protein interactions or chromatin profiling in plants DamID is a powerful method used to map the genomic interaction sites of these proteins in vivo It is based on fusing a protein of interest to Escherichia coli DNA adenine methyltransferase (dam). Expression of this fusion protein in vivo leads to preferential methylation of adenines in DNA surrounding the native binding sites of the dam fusion partner. Because adenine methylation does not occur endogenously in most eukaryotes, it provides a unique tag to mark protein interaction sites. DNA adenine methyltransferase identification (DamID) is an enzymatic technology for detecting DNA regions targeted by chromatin-associated proteins. Overall, DamID is highly robust: while the orientation of WT Dam fusions can affect the size of the target sets, their signatures remained largely reproducible.	FTO-mediated demethylation of GADD45B promotes myogenesis through the activation of p38 MAPK pathway.	Haspin phosphorylates histone H3 at Thr3 (H3T3ph) during mitosis	23
  Instruct Given a question, retrieve detailed question descriptions that are duplicates to the given question Query: What is the role of STAG1/STAG2 proteins in differentiation?	STAG1/STAG2 proteins are tumour suppressor proteins that suppress cell proliferation and are essential for differentiation.	FGF13 p53 TGFβ/Activin PTEN Nucleostemin HEATR1	The homeobox gene Nanog is a key intrinsic determinant of self renewal in embryonic stem (ES) cells, and its repression leads ES cells to selectively differentiate into primitive endoderm.	transcription factor Otx2 acts as a negative switch in the regulation of transition from naive to primed pluripotency. Otx2 and Oct4 drive early activation during embryonic stem cell transition from naive pluripotency.	Yes. AGO2 localizes to cytokinetic protrusions in a p38-dependent manner and is needed for accurate cell division.	The SYT protein appears to act as a transcriptional co-activator and the SSX proteins as co-repressors	Yes. Tet2-TET proteins regulate the lineage specification and TCR-mediated expansion of iNKT cells. TETs are ubiquitously expressed and play diverse roles in gene regulation, imprinting, insulation, intra/interchromosomal interactions, nuclear compartmentalisation, and alternative splicing. Depletion of Tet2 and its ligand, Tet3, from mouse CD4CD8 double-positive thymus-derived cardiomyocytes (iNKT) resulted in dysregulated development and proliferation, with increased expression of tumour suppressor genes and decreased	R-spondin 1 and noggin facilitate expansion of resident stem cells from non-damaged gallbladders.	23
  Instruct Given a question, retrieve detailed question descriptions that are duplicates to the given question Query: What is the association between cell phone use and glioblastoma?	The association between cell phone use and incident glioblastoma remains unclear. Some studies have reported that cell phone use was associated with incident glioblastoma, and with reduced survival of patients diagnosed with glioblastoma. However, other studies have repeatedly replicated to find an association between cell phone use and glioblastoma.	Yes, Turcot syndrome is associated with glioblastoma. Turcot syndrome is an autosomal recessive disorder clinically characterized by the occurrence of primary glial tumors of the central nervous system, including glioblastoma, and adenomatous colonic polyps during the first or second decades of life, with a spectrum of clinical features such as "café-au-lait" spots, axillary freckling, and hyperpigmented spots.	Telomerase reverse transcriptase (TERT) promoter are associated with shorter survival of glioblastoma patients. Prognostic value of TERT mutations for poor survival is largely due to their inverse correlation with IDH1 mutations.	No. Pazopanib does not improve survival of glioblastoma patients.	No. Temsirolimus does not prolong survival of gliobalstoma patients.	Yes, radiation therapy for tinea capitis is associated with increased risk of meningiomas and gliomas.	Yes, the risk of meningiomas is higher in children treated with cranial irradiation for leukemia.	Butterfly glioma is glioblastoma multiforme invading corpus callosum .	23

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

fiqa

• Dataset: fiqa
• Size: 14,166 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 21 tokens mean: 31.95 tokens max: 54 tokens	min: 1 tokens mean: 202.76 tokens max: 1024 tokens	min: 7 tokens mean: 207.5 tokens max: 1024 tokens	min: 7 tokens mean: 209.54 tokens max: 1024 tokens	min: 14 tokens mean: 197.38 tokens max: 1024 tokens	min: 9 tokens mean: 219.96 tokens max: 1024 tokens	min: 8 tokens mean: 225.46 tokens max: 1024 tokens	min: 17 tokens mean: 231.33 tokens max: 1024 tokens	min: 11 tokens mean: 208.41 tokens max: 1024 tokens	21: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Given a financial question, retrieve user replies that best answer the question Query: What is considered a business expense on a business trip?	The IRS Guidance pertaining to the subject. In general the best I can say is your business expense may be deductible. But it depends on the circumstances and what it is you want to deduct. Travel Taxpayers who travel away from home on business may deduct related expenses, including the cost of reaching their destination, the cost of lodging and meals and other ordinary and necessary expenses. Taxpayers are considered “traveling away from home” if their duties require them to be away from home substantially longer than an ordinary day’s work and they need to sleep or rest to meet the demands of their work. The actual cost of meals and incidental expenses may be deducted or the taxpayer may use a standard meal allowance and reduced record keeping requirements. Regardless of the method used, meal deductions are generally limited to 50 percent as stated earlier. Only actual costs for lodging may be claimed as an expense and receipts must be kept for documentation. Expenses must be reasonable and appropriate; deductions for extravagant expenses are not allowable. More information is available in Publication 463, Travel, Entertainment, Gift, and Car Expenses. Entertainment Expenses for entertaining clients, customers or employees may be deducted if they are both ordinary and necessary and meet one of the following tests: Directly-related test: The main purpose of the entertainment activity is the conduct of business, business was actually conducted during the activity and the taxpayer had more than a general expectation of getting income or some other specific business benefit at some future time. Associated test: The entertainment was associated with the active conduct of the taxpayer’s trade or business and occurred directly before or after a substantial business discussion. Publication 463 provides more extensive explanation of these tests as well as other limitations and requirements for deducting entertainment expenses. Gifts Taxpayers may deduct some or all of the cost of gifts given in the course of their trade or business. In general, the deduction is limited to $25 for gifts given directly or indirectly to any one person during the tax year. More discussion of the rules and limitations can be found in Publication 463. If your LLC reimburses you for expenses outside of this guidance it should be treated as Income for tax purposes. Edit for Meal Expenses: Amount of standard meal allowance. The standard meal allowance is the federal M&IE rate. For travel in 2010, the rate for most small localities in the United States is $46 a day. Source IRS P463 Alternately you could reimburse at a per diem rate	Generally prepaid services should be capitalized over the period prepaid. But if it is up to a year - you can just expense them. As to the technicalities - you can contact Intuit support, but you should be able to put it in the same area where you put all your other business expenses. If you're a sole proprietor - that would be Schedule C.	For the purpose of personal finance, treating $500 as Interest Expense is sufficient. For business accounting, it involves making the $500 a contra-liability and amortizing it as interest expense over the course of life of the loan.	"What they are doing is wrong. The IRS and the state might not be happy with what they are doing. One thing you can ask for them to do is to give you a credit card for business and travel expenses. You will still have to submit receipts for expenses, but it will also make it clear to the IRS that these checks are not income. Keep the pay stubs for the year, or the pdf files if they don't give you a physical stub. Pay attention to the YTD numbers on each stub to make sure they aren't sneaking in the expenses as income. If they continue to do this, ask about ownership of the items purchased, since you will be paying the tax shouldn't you own it? You can in the future tell them ""I was going to buy X like the customer wanted, but I just bought a new washer at home and their wasn't enough room on the credit card. Maybe next month"""	Judgement, settlement, insurance proceeds, etc etc. These would probably be recorded as a negative expense in the same category where the original expense was recorded.	"I'm not a tax professional, but as I understand it, you are not expected to commute from San Francisco to Boston. :) If your employer has not provided you with an external office, then yes, you have very likely met the ""convenience of the employer"" test. However, to take the home office deduction, there are many requirements that have to be met. You can read more at the Nolo article Can You Deduct Your Home Office When You're an Employee? (Thanks, keshlam) The home office deduction has many nuances and is enough of an IRS red flag that you would be well-advised to talk to an accountant about it. You need to be able to show that it is exclusively and necessarily used for your job. Another thing to remember: as an employee, the home office deduction, if you take it, will be deducted on Schedule A, line 21 (unreimbursed employee expenses), among other Miscellaneous Deductions. Deductions in this section need to exceed 2% of your adjusted gross income before you can start to deduct. So it will not be worth it to pursue the deduction if your income is too high, or your housing expenses are too low, or your office is too small compared to the rest of your house, or you don't itemize deductions."	I suggest that you use your own judgement on this. You can assign a reasonable percentage since it is impossible to monitor the hours using those assets. Example: 40 personal and 60 for business. It's really your call. I also suggest that you should be conservative on valuing the assets. Record the assets at it's lowest value. This is one of the most difficult scenarios in making your own financial statements. You can also use this approach, i will record the assets at its original cost then use a higher depreciation rate or double declining method of depreciation. If the assets have a depreciation rate of 20% per year (useful life of 5 years), i will make it 30%. the other 10% will add more expense and helps you not to overstate your Financial Statement. You can also use the residual value of the asset, but if you do this, you should figure out the reliable amount. I understand that this is not for tax reporting purposes. Therefore, there's no harm if you overstate your Financial statement. And even if you overstate, you can still adjust the cost of the asset. Along the way (in the middle of the year or year end), you will figure out the cost of the asset if it's over valued once the financial statement is done.	"While COBRA premiums are not eligible to be a ""business"" expense they can be a medical expense for personal deduction purposes. If you're itemizing your deductions you may be able to deduct that way. However, you will only be able to deduct the portion of the premium that exceeds 10% of your AGI. Are you a full time employee now or are you a 1099 contractor? Do you have access to your employers health plan?"	21
  Instruct Given a financial question, retrieve user replies that best answer the question Query: Business Expense - Car Insurance Deductible For Accident That Occurred During a Business Trip	As a general rule, you must choose between a mileage deduction or an actual expenses deduction. The idea is that the mileage deduction is supposed to cover all costs of using the car. Exceptions include parking fees and tolls, which can be deducted separately under either method. You explicitly cannot deduct insurance costs if you claim a mileage deduction. Separately, you probably won't be able to deduct the deductible for your car as a casualty loss. You first subtract $100 from the deductible and then divide it by your Adjusted Gross Income (AGI) from your tax return. If your deductible is over 10% of your AGI, you can deduct it. Note that even with a $1500 deductible, you won't be able to deduct anything if you made more than $14,000 for the year. For most people, the insurance deductible just isn't large enough relative to income to be tax deductible. Source	"I am very late to this forum and post - but will just respond that I am a sole proprietor, who was just audited by the IRS for 2009, and this is one of the items that they disallowed. My husband lost his job in 2008, I was unable to get health insurance on my own due to pre-existing ( not) conditions and so we had to stay on the Cobra system. None of the cost was funded by the employer and so I took it as a SE HI deduction on Line 29. It was disallowed and unfortunately, due to AGI limits, I get nothing by taking it on Sch. A. The auditor made it very clear that if the plan was not in my name, or the company's name, I could not take the deduction above the line. In his words, ""it's not fair, but it is the law!"""	If a business tool has a limited lifespan, it's value decreases (depreciates) from year to year. The business can capture that loss of value on some things that it couldn't otherwise write off as expenses. A few tools can be either expenses or depreciated, but only one of those can be chosen for that particular object. This is generally not relevant for individual taxpayers, unless you can show that the item is being used for income-producing purposes.	Talk to a tax professional. The IRS really doesn't like the deduction, and it's a concept (like independent contractors) that is often not done properly. You need to, at a minimum, have records, including timestamped photographs, proving that: Remember, documentation is key, and must be filed and accessible for a number of years. Poor record keeping will cost you dearly, and the cost of keeping those records is something that you need to weigh against the benefit.	Judgement, settlement, insurance proceeds, etc etc. These would probably be recorded as a negative expense in the same category where the original expense was recorded.	"I really have to use the business card for personal expenses, please assume that in your answer. This is very hard to believe. You must do that? Why not just have the company pay you $1600 each month? Then you can use that money for whatever you want. Why can't you do this? (I cannot think of a legitimate reason...) How to integrate the personal expenses in company? Anyway, to answer your question, what I've done when I accidentally used my corporate card for a personal expense is to code the expense as a payment to me similar to if a check had been written to me. If you aren't ever paying yourself, then you should just pay the company back the $1600 every month. As a side note, I highly recommend you don't do this. By doing this on a regular basis you are opening the door for piercing the corporate veil. This means that the financial protections provided by the LLC could potentially be stripped away since personal and corporate funds are being mixed. The unfortunate end result is that personal assets could end up being fair game too in a judgement against the company. Even if you aren't an owner, your relative could be considered to be ""using business money for personal expenses"", namely, letting a relative spend business funds for personal use. How to show more expenses and lessen the profit? If you're referring to the personal expenses, then you absolutely do not want to do this! That's illegal and worthy of stiff penalties, which possibly include jail time for tax evasion. Better to just have the company pay you and then the entire payment is deductible and reduces the profit of the company."	or just input it in my accounting software along with receipts, and then when I'm doing taxes this would go under the investment or loses (is it somewhere along that line)? Yes, this. Generally, for the long term you should have a separate bank account and charge card for your business. I started my business (LLC) by filing online, and paying a fee for a registration, and that makes it a business cost right? Startup cost. There are special rules about this. Talk to your tax adviser. For the amounts in question you could probably expense it, but verify.	You report it as an expense against the 1099 income when you do your taxes. You will only be taxed on the amount after the lawyers fees (but if it cost you more in lawyers fees than you recover in damages, the loss is not deductible). Be sure to keep documentation of the lawyers bill and the contract. Compensatory damages are generally not taxable at all. You can see here for more information on that.	21
  Instruct Given a financial question, retrieve user replies that best answer the question Query: Starting a new online business	Most US states have rules that go something like this: You will almost certainly have to pay some registration fees, as noted above. Depending on how you organize, you may or may not need to file a separate tax return for the business. (If you're sole proprietor for tax purposes, then you file on Schedule C on your personal Form 1040.) Whether or not you pay taxes depends on whether you have net income. It's possible that some losses might also be deductible. (Note that you may have to file a return even if you don't have net income - Filing and needing to pay are not the same since your return may indicate no tax due.) In addition, at the state level, you may have to pay additional fees or taxes beyond income tax depending on what you sell and how you sell it. (Sales tax, for example, might come into play as might franchise taxes.) You'll need to check your own state law for that. As always, it could be wise to get professional tax and accounting advice that's tailored to your situation and your state. This is just an outline of some things that you'll need to consider.	Disclaimer: I am not a tax specialist You probably need a sales tax permit if you're going to sell goods, since just about every state taxes goods, though some states have exemptions for various types of goods. For services, it gets tricker. There is a database here that lists what services are taxed in what states; in Wyoming, for example, cellphone services and diaper services are taxed, while insurance services and barber services are not. For selling over the internet, it gets even dicier. There's a guide on nolo.com that claims to be comprehensive; it states that the default rule of thumb is that if you have a physical presence in a state, such as a warehouse or a retail shop or an office, you must collect tax on sales in that state. Given your situation, you probably only need to collect sales tax on customers in Wyoming. Probably. In any event, I'd advice having a chat with an accountant in Wyoming who can help walk you through what permits may or may not be needed.	"First, point: The CRA wants you to start a business with a ""Reasonable expectation of profit"". They typically expect to see a profit within 5 years, so you may be inviting unwanted questions from future auditors by using a breakeven strategy. Second point: If the goal is to pay as little tax as possible, you may want to consider having the corporation pay you as little as possible. Corporate income taxes are much lower than personal income taxes, according to these two CRA links: How it works is that your company pays you little as an outright salary and offers you perks like a leased company car, expense account for lunch and entertainment, a mobile phone, computer, etc. The company owns all of this stuff and lets you use it as part of the job. The company pays for all this stuff with corporate pre-tax dollars as opposed to you paying for it with personal after-tax dollars. There are specifics on meals & entertainment which modify this slightly (you can claim 50%) but you get the idea. The actual rate difference will depend on your province of residence and your corporate income level. There is also a requirement for ""Reasonable Expenses"", such that the expenses have to be in line with what you are doing. If you need to travel to a conference each year, that would be a reasonable expense. Adding your family and making it a vacation for everyone would not. You can claim such expenses as a sole proprietor or a corporation. The sole-proprietorship option puts any after-expense profits into your pocket as taxable income, where the corporate structure allows the corporation to hold funds and limit the amount paid out to you. I've seen this strategy successfully done first-hand, but have not done it myself. I am not a lawyer or accountant, consult these professionals about this tax strategy before taking any action."	You can start a software company. Than your office will be around the world and you can work whenever you want. If you can appoint some people who can collect work from here and there and the coder around the world can give you the job done(this can be done by posting your work in various freelancing site). It is challenging, because you have to get yourself up-to-date with the technological things.	Yes you can. You should talk to your tax advisor re the specific expenditures that can be accounted as startup-costs (legal fees are a good candidate, for example). If they add up to significant amounts (>$5K), you'll have to capitalize them over a certain period of time, and deduct from your business' income. This is not a tax advice.:-)	Seek professional advice as duffbeer703 has suggested already. Very important! Consider incorporating. If your income will fluctuate year to year, you can keep profit in the corporation, taxed in its hands at the Canadian small business rate, since such corporate income below $500,000 would likely qualify for the small business deduction. You could pay retained earnings to yourself as dividends over more than one year in order to lessen the personal tax burden. If you don't incorporate, all your profits in the year they are earned are taxed at personal income tax rates, and with our progressive income tax system, taking the tax hit all in one year can be expensive. However, if this project is a one-off and you're not likely to continue working like this, you might not want the overhead of a corporation. Taxes aside, there are also legal issues to consider vis-a-vis incorporating, or not. A professional can help you make this decision. Yes, you can claim deductions for reasonable business expenses, whether or not you are incorporated. No, you can't do free work on the side and claim it as donations. It's nice to volunteer, but you wouldn't get a charitable tax credit for your time, only for money or goods donated. Consider opening an RRSP so you can start saving for retirement and get a tax deduction for any contributions you make. This is but one strategy to reduce your tax. There are others. For instance, if you are a student, you perhaps have some unused tuition credits that you could claim in your first year with higher income. Oh, and seek professional advice!   ;-)	Saving money for the future is a good thing. Whether spending those savings on a business venture makes sense, will depend on a few factors, including: (1) How much money you need that business to make [ie: will you be quitting your job and relying on the business for your sole income? Or will this just be a hobby you make some pocket change from?] (2) How much the money the business needs up front [some businesses, like simple web design consulting, might have effectively $0 in cash startup costs, where starting a franchise restaurant might cost you $500k-$1M on day 1] (3) How risky it is [the general stat is that something like 50% of all new businesses fail in their first year, and I think for restaurants that number is often given as 75%+] But if you don't have a business idea yet, and save for one in the future but never get that 'perfect idea', the good news is that you've saved a bunch of money that you can instead use for retirement, or whatever other financial goals you have. So it's not the saving for a new business that is risky, it's the spending. Part of good personal financial management is making financial goals, tracking your progress to those goals, and changing them as needed. In a simpler case, many people want to own their own home - this is a common financial goal, just like early retirement, or starting your own business, or paying for your kids' college education. All those goals are helped by saving money, so your job as someone mindful of personal finances, is to prioritize those goals in accordance to what is important for you.	If you sell through an intermediate who sets up the shop for you, odds are they collect and pay the sales tax for you. My experience is with publishing books through Amazon, where they definitely handle this for you. If you can find a retailer that will handle the tax implications, that might be a good reason to use them. It looks like Etsy uses a different model where you yourself are responsible for the sales tax, which requires you to register with your state (looks like this is the information for New York) and pay the taxes yourself on a regular basis; see this link for a simple guide. If you're doing this, you'll need to keep track of how much tax you owe from your sales each month, quarter, or year (depending on the state laws). You can usually be a sole proprietor, which is the easiest business structure to set up; if you want to limit your legal liability, or work with a partner, you may want to look into other forms of business structure, but for most craftspeople a sole proprietorship is fine to start out with. If you do a sole proprietorship, you can probably file the income on a 1040 Schedule C when you do your personal taxes each year.	21

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  Instruct Given a question paragraph at StackExchange, retrieve a question duplicated paragraph Query: I have been wanting to learn about 3D printing a long time so I really want this site to succeed but I have no previous experience with the subject. I was wondering how can I help the site at this early stage. I thought about asking about how to get started with 3D printing but SE explicitly discourages "easy" questions in the private beta. What can newbies like me do for the site at this stage besides voting questions and answers?	Vote! Private Betas love, love, love votes. Without votes, it's difficult to attain privileges, get rewards, and help push us out to public beta. Ask Questions! I know you said this: I thought about asking about how to get started with 3D printing but SE explicitly discourages "easy" questions in the private beta. But here's the catch. "Easy" isn't defined. If you have an "easy" question, but it is specific, high-quality, and to the point, and you can show some effort in it, then, please, go ahead and ask it! Participate! You have a voice in our meta discussions as well. You also have the authority to suggest edits, to posts, tag wikis, and tag excerpts. They also get you +2 rep for each that is approved, which can help bring you more afloat. You can also give your opinion in scope, by casting close and reopen votes as well :)	I suggest browsing the regex tagged questions on this site and experiment with your own answers without peaking at the current ones. You don't need to post your answers, but I bet that sometimes you'll come up with answers that are worth publishing. Three good things with this approach: You'll be working with real-world problems. You might learn stuff about other programming languages as you go. ('Tis always good to learn new languages). You probably will be helping the world find good answers to real world regex questions.	First; find a model! To print something you require a model (usually this is in STL format, look into websites called Thingiverse and MyMiniFactory for examples). Once you have a model file, you need to make it readable for the printer firmware. If you can't find suitable model, then you need to design a model yourself (or ask someone to do it for you) or adjust an existing model to suit your needs. "Good (preferably free) Beginner Software for Part Creation?" is a good place to start. Second; use slicer software For a printer to be able to print the model, the model needs to be sliced into layers. These layers need to be printed at specific speeds, temperatures, etc. Search online and look at the filament packaging (usually the ideal temperatures are on the packaging) to find the ideal temperature for your filament. If you are not using the right temperatures, your print will most likely fail. Programs that are able to slice models are called slicers. The most popular free (and Windows compatible) slicers are Ultimaker Cura and Slic3r (or its Prusa distribution). The slicer produces a printer readable file called a G-code file (file filled with printer instructions for e.g. movement and heating). This G-code file can be sent to the printer using specific printer software (e.g. OctoPrint, Repetier-Host, etc.) but more common or simple is to put the G-code file on an SD card and print the file using the print menu on the printer LCD.	Experience. Solving something completely new is hard. The best way to solve problems is to try and find a problem that you've solved before, and that is similar, and adapt you solution to the new problem. So until you have experience with many different kinds of problems, it's hard to solve new problems that you come across. Visiting sites like this and reading questions and theirs answers are a great way of learning how others solved problems that they encountered.	What about a wiki - at least then other people can start to contribute. Otherwise they are just going to rely on you for the manuals	The question was migrated because the specific question of "How do I tell if my Thermistors are 10k or 100k?" is going to be best answered by users of Electrical Engineering SE. This also provides the SE network with more appropriate traffic based on the question at hand. However, if the question of "How can I change the thermistors settings in Marlin firmware?" were to arise, then the question would be best suited here on 3D Printing. It might help both SE sites by providing links to each other's relevant questions for future users to reference. If the question was something like "How can I wire a hotend?", this would be more appropriate here on 3D Printing SE as users in Electrical Engineering SE may not know as much about the topic compared to users in 3D Printing. This may be a poor example, but the idea is that there is strict correlation between hotends and 3D printing, whereas identifying thermistors is not a specific topic to just 3D printing. Update After reading a few posts on SE meta, this one leads me to agree with you that this particular question may not have needed to be migrated. However, it exposes an important question of how we want to proceed with questions like this in the future? How far down the rabbit hole do we want to allow this site to go in this topic? I'd recommend others pitch in recommendations in answers here on what would be the appropriate topic in this case that can be applied to our On-Topic page so that it may be amended.	If its a personal project then take this as an opportunity to learn something new.	Help -> Welcome That thing?	21
  Instruct Given a question paragraph at StackExchange, retrieve a question duplicated paragraph Query: Stack exchange isn't a good platform for product recommendations in general, but a few sites allow it with a tight focus and control. Some that have allowed it in the past have decided to discontinue it for a variety of reasons. I expect at the start we are going to get a lot of "What specific machine should I use" or "is there a 3D model of item X I can print". Should we allow product or part recommendations? If we do, what can we do to make sure they are limited, rather than open ended questions where dozens or hundreds of answers would be different but correct?	I agree with Jeff's blog post: https://blog.stackoverflow.com/2010/11/qa-is-hard-lets-go-shopping/ don't ask us what you should buy -- ask us what you need to learn to tell what you should buy.	I would like to nominate myself, Matt Clark. While I might not have the wildest credentials or reputation, I have been around the StackExchange network for a while (11/2012) and generally know my way around the sites. Mostly active on StackOverflow, I answer when I can, and try and do my part to clean up the review queue: ~5000 review tasks; I plan on giving this site as much attention as I can. I started this 3D Printing proposal just under a year ago on Area 51, and am either way, glad to see the day we made it to beta.	It should not be about merging of tags, rather we should come up with a proper terminology to identify the correct parts of the "build platform". Basically, every printer consists of a frame with some sort of guide rails1 moving a carriage. On this carriage a build surface is attached where the printer prints the print on; it is always the top of the stack. Note that this can be e.g. a moving Y-axis2 or moving Z-axis carriage3. In some cases the carriage is missing and there is just a static mounting, then it's a platform instead4. It is basically irrelevant if the build surface is glued to the stack or removeable in some way or another. Between the carriage and the build surface you can have have a stack of multiple elements: a structure or structures, a plate, plates or matts, insulation, etc. This whole assembly of elements make up the build platform, an example is shown below. Note that the linear support can be mounted in Y or Z direction. To tag the elements that make up the build platform assembly, a proposed solution can consist of the following terms for subassemblies: z-axis or y-axis in combination with carriage, platform (to support printers that have a solid platform, e.g. Hyrel/Delta) heated-bed (aluminium bed or a silicone matt), which can have a glass-print-surface, pei-print-surface, buildtak-print-surface, etc. possibly augmented with the additional tag of removeable-print-surface or magnetic-print-surface. Annotations The rails often take the shape of rods and bearings, linear rails of V-slot profile. Carthesian Portal or Cantilever printers CoreXY like the Hypercube Delta Printers	Typically, it's a better idea to wait before you try to get this kind of thing integrated. Enthusiasm is great in a private beta, but for the early stages, direct that enthusiasm towards the Q&A. That's what'll get this site on its feet and into a successful public beta. When the site's more stable and running nicely, then if there's a need (or want) for a plugin like this then the discussion about it can be had. (On a tangent - if such a plugin is going to happen, it may well be down to SE's developers to get it done, which might make getting assistance from the people on this site difficult.)	I say allow them. To let you know what's out there, I work at Hyrel. Our printers can take spindle (milling) heads and additional axes, and even diode and CO2 lasers, and they all operate on the same gcode - we tell people E is for Emit as well as Extrude. We even have a TIG welding attachment. We also run our Fadal CNC machines on our printer software and firmware. To many people this is a natural progression for a well-built 3D positioning system, and I encourage a broader definition.	Yes, we should have a three vote close question review queue	Things like Uservoice are great for generic suggestions and even finding bugs but they rarely answer your specific questions/concerns because that's not what they're there to do. I also don't think they're that good at keeping a community together. Seriously. Pushing your users to another site where they have limited interest isn't in my handbook for cultivating communities. You want: ... to keep users on your site. Pop-in JS things are okay if branded well. But they might still have to log in and then there's the problem of... ... to keep them involved in problems they raise. If somebody raises feedback, raise some back at them. Trap them in the process. Ask them more questions about what they feel is right or why they feel something was wrong in the first place. ... to make giving feedback desirable. One of the reasons SO works so well is its points system. Points mean prizes (or status and power, here) and that's a great way to make people want to keep going at it. Some users will just care and incentives just sweeten the deal but most users won't really care enough without the prospect of benefiting from it some how. Just to skip back to the point that external services are too generic for directed feedback. As a developer, you sometimes need to ask specific questions to know when something needs changing and this feedback usually needs to be asked at very specific points, usually after a task. Stick feedback questions on your site at the end of tasks. Eg if a user posts a new something-or-other, at the end of the process, stick an unmissable box in there, asking them how it was for them. You can ask relevant questions and you'll catch more problems because people have just done the task (opposed to them noticing your feedback tab 10 minutes later when they've forgotten half of it).	Here are few things to consider from my point of view Printing technology The first thing that you need to take into account is printing technology. The most common[citation needed] right now is Fused Filament Fabrication. "Liquid light-sensitive resin" is being used in Stereolitography and Digital Light Processing - the SLA printers I found are less common and more expensive than FFF ones. Price Need to decide on budget. You can buy printer for 60k USD and 400 USD. Quality is somehow linked to price but that's not a rule. You can buy a shitty printer for a lot of money. Printing area Bigger allows you to print bigger things. You need to ask yourself how big things you really want to print. Remember that 3d printing is quite slow process - how often you will want to print big things that will take 60hrs+ to finish? Printing materials What kind of materials you want to print with? Some materials will need higher temperatures so check the max hot-end temperature, some will require heated bed. Assembled or DIY kit You can usually get kits for self-assembly cheaper than Ready-To-Print machines. However, it will require additional skills (i.e. soldering), tools and time to assemble. I am not sure if I would buy DIY kit for commercial use, but as an enthusiast I immensely enjoyed putting my Rostock Max together. Reviews and reputation It is generally safe to buy printer that already has some users. Beware of new magical Kickstarter printers which will "change the 3d printing forever". Reddit /r/3dprinting suggests that your new printer should meet 3 criteria: Printer passes the youtube test - has lots of youtube evidence that this particular printer is working. Printer is out of the pre-order phase. This means that all pre-orders have been delivered. Printer has a reputation of working well among current users. I found it to be a very good set of rules. Upgrade capabilities That's very user-dependent, but this point is very important to me. I want to be able to change and improve certain parts of my printer. Check if you can switch the extruder, replace the hot-end etc. Support I think one of the most important points. See if you can find a forum for your printer and how active community is. It will be immensely helpful if something goes wrong (and it will). Also, company support is very important. What will happen if you need a replacement part or your printer will stop working altogether? This list is definitely not complete. There are many more things that might be taken into account like configuration (delta or XY), multiple extruders, closed cases etc.	21
  Instruct Given a question paragraph at StackExchange, retrieve a question duplicated paragraph Query: Given our successful private beta, soon after we go public it will be time for us to get our first crop of moderators, as explained in the “Moderator Pro Tempore” blog post: About a week into the public beta, we will seek out members who are deeply engaged in the community’s development; members who: Have a reasonably high reputation score to indicate active, consistent participation. Show an interest in their meta’s community-building activities. Lead by example, showing patience and respect for their fellow community members in everything they write. Exhibit those intangible traits discussed in A Theory of Moderation. Bonus points for: Members with participation in both meta and the parent site (i.e. interest in both community building and expertise in the field). Area 51 participation, social network referrals, or blogging about the site. Members who have already shown an interest or ability to promote their community. Candidates will be contacted and three of them will be selected to act as provisional Moderators until the community holds formal elections after the Beta period. Besides the normal abilities of a Moderator, they will: Have access to a special chat room where we will collectively work through the challenges of moderation and community self-policing. Organize the process of selecting the site's attributes (domain names, design issues, the FAQ, etc.). Rally community support and drive the mission of getting publicity for the site. Essentially, they will have the ear of the Stack Exchange team for anything we can do to help their sites succeed! Although the moderators pro tempore will ultimately be selected by Stack Exchange, the purpose of this post is to seek out and propose candidates: Each nomination should be posted as an answer and it should include (at minimum) a link to the user's main and meta profile so we can check out their activity. Self nominations are encouraged, step up if you feel you can help. If you are nominated by someone else you should edit the answer and let us know if you accept or decline (explanation optional). If a nominee declines we will not delete the answer, as to not have someone else nominate them again. If you are nominating someone else, please mark the post as Community Wiki before saving. Meta doesn't allow suggested edits, so your nominee may be blocked from accepting the nomination. The nominations are not binding to Stack Exchange or the nominees. If you are being considered by Stack Exchange, you will get an official confirmation email at one point. Before nominating someone or accept / decline a nomination, you should read A Theory of Moderation thoroughly to find out what's generally expected from moderators. If you would like to learn more about the role, please drop into chat room where you can ask about the role from other moderators (they appear with a blue name in the chat room). Another chatroom called The Assembly was created specifically for users and moderators to discuss moderation activities, moderators from all over the network are there to answer your questions. Once again, please don't hesitate to step up and self-nominate!. Thanks to F'x for the original version of this post over on chemistry.	I would like to nominate myself, Matt Clark. While I might not have the wildest credentials or reputation, I have been around the StackExchange network for a while (11/2012) and generally know my way around the sites. Mostly active on StackOverflow, I answer when I can, and try and do my part to clean up the review queue: ~5000 review tasks; I plan on giving this site as much attention as I can. I started this 3D Printing proposal just under a year ago on Area 51, and am either way, glad to see the day we made it to beta.	Here are some consequences of your design. These may or may not be what you intended, but I point them out so that you're aware of them. A very Mojo-ful user who has been mostly quiet is not going to care at all about stepping on some toes, because they have a huge bank of Mojo from which to draw. This seems to go against your goal of limiting negative behavior. Likewise, users who contribute absolutely nothing to your site still get Mojo just by virtue of having an account. But an otherwise valuable contributor who makes one off-color post that's disliked by the community will be silenced until he has enough Mojo to post again. If someone has something very valuable to contribute, he has to make sure to have "reserve Mojo" at all times -- that is, he must ensure that he isn't at his posting limit. If he doesn't, he might lose the opportunity to say something useful that would earn him more Mojo. The rate at which people can accrue Mojo is limited by the size of the community. If there are few people who are handing out Mojo, pretty soon they won't be able to hand out Mojo anymore, since there won't be anyone left who hasn't already received Mojo from them. The oldest users will effectively become an invincible cabal whose ideas may define and shape your site. Since you can only reduce someone else's Mojo if they have fewer Mojo than you, these users can make statements your community vehemently disagrees with and have their Mojo ratings remain intact. In general, by restricting the supply of Mojo, you have created an economic system in which people will probably be more hesitant to contribute to a discussion. They will need to more carefully weigh what they say, since a post that is disliked by the community may prevent them from speaking further if they get too much negative Mojo. Playing the system Either show me how to play the system, or explain why you think it's impossible to play it. Suppose we define "playing the system" as "artificially changing the value or quantity of one's Mojo in ways you didn't intend". I would say your system is safe from artificial inflation of Mojo, but at the cost of stifling discussion that would have otherwise taken place. You must be able to make the following guarantees: Flow condition. Mojo only "flows down"; it is not possible for a lower-ranked user to transfer Mojo to a higher-ranked user. Creation condition. It is difficult for users to take actions which can generate their own Mojo. Also, it is either impossible to make new accounts, or they carry such a heavy penalty that no one will want to do it. For example, if you cannot satisfy the creation condition, then malicious early users will simply make an army of new accounts. They keep a number of these new accounts in reserve, quietly accruing Mojo. They then use them as a "bury brigade" to drain Mojo of factions or ideas they disagree with. Although they will lose Mojo when they do so, the collective Mojo of the bury brigade will be constant as long as they don't go hitman on more than a single hated foe per day. This is clearly not what you intended. Artificial deflation However, your system is not safe from artificial deflation of Mojo. To see why, imagine that users stream into your site to accept their invitations. Imagine a user, Mallory, with k Mojo points. Because Mojo can only flow down, there is no way for a user with k or fewer Mojo points can express their disagreement with Mallory. Only users with k+1 or more Mojo can do so. Mallory's reign of terror will continue unchecked unless there are enough users with k+1 or higher Mojo. In fact, if Mallory is an early enough user, there may not be any users who have the power to reduce her Mojo. Indeed, because you've artificially made Mojo scarce, they may not want to burn a Mojo to express their opinion, given how precious each Mojo point is -- since that also weakens them and makes their opinions more vulnerable to attack. In short, if there are enough (or maybe even just a few) Mallorys, you will be reduced to playing traffic cop and cleaning up after Mallorys instead of improving your site. The system can no longer be self-policing. Each Mojo point has now become worth much more than before, because people will see from the example of Mallory and her ilk that it is better not to burn a Mojo to open oneself to attack. Thus, Mojo deflation. This is also clearly not what you intended.	Yes! Absolutely. We need to reward good answers, and raise rep levels so suers can get moderation privileges when they rise to the normal public beta levels. However, I think we should also downvote poor questions and answers. I haven't yet done so, partly because I've focused on rewarding the good posts. But downvoting is important, too. What happened to me yesterday: I posted an answer (my first) to a question. It was downvoted. A user who may/may not have been the downvoter pointed out something I was wrong about. There was a discussion in comments. I deleted my answer. I edited it. There was continued dialogue with the user and another. I improved my answer even further. Downvote was removed. I'm grateful to the downvoter, and to the comments. We need to establish what posts are good and bad in the site, and my original answer was not good. It was wrong in several points - and since the question was about safety, it was even more important for it to be correct. The feedback helped me to fix my answer, but if I had not done so, the downvote would have ensured that better answers went to the top. We should definitely upvote. But downvoting is good, too. Downvoters don't have to comment - that's never the case - but comments certainly help. They helped me.	See http://ask.metafilter.com/52003/Good-community-forum-software Options Lussumo's Vanilla Simple Machines BBPress Attractive is subjective, so you'll need to look around.	The most important lesson with regard to the design of any social computing is that community dynamics problems cannot be solved purely by technological means. In other words, whatever the solution you implement, if you have users to whom getting points (or trolling or getting involved in flame wars or whatever other disruption) is more important that participating in the community, that is what they will do. When designing the solution, you "simply" have to make sure that there are sufficient benefits (badges, entertainment, information, rewarding feedback) in place for people who aren't in it just for the points. Then, if you are very lucky, you will attract the right kind of people. This may seem trite, but it is one of the most importat results of CSCW research (Olson and Olson, 2000): unless users are prepared to collaborate/play fair/be productive, then no amount of technology is going to solve that problem.	The creators of the site wrote about Vote Fraud and You.	That sounds suspiciously like my Stack Overflow reputation score.	How about a site equivalent to Rent-a-Coder but for non-profits to solicit volunteer or low-cost developers for public service projects (i.e. make your question easy for the next guy in an equivalent situation). Given the current economic troubles, there are likely to be both a lot of unemployed developers and a lot of troubled non-profits (and a lot of demand for the various kinds of help those non-profits provide). Let's put them together. Add a point system like StackOverflow so you can earn points by helping out non-profits with their web applications or whatever. Then go get some corporate sponsorship so that you can turn your points into credits at Amazon.com or some such.	21

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

news

• Dataset: news
• Size: 11,314 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 16 tokens mean: 224.09 tokens max: 1024 tokens	min: 3 tokens mean: 5.14 tokens max: 8 tokens	min: 3 tokens mean: 5.09 tokens max: 8 tokens	min: 3 tokens mean: 5.14 tokens max: 8 tokens	min: 3 tokens mean: 5.23 tokens max: 8 tokens	min: 3 tokens mean: 5.17 tokens max: 8 tokens	min: 3 tokens mean: 5.08 tokens max: 8 tokens	min: 3 tokens mean: 5.15 tokens max: 8 tokens	min: 3 tokens mean: 5.16 tokens max: 8 tokens	18: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Identify the topic or theme of the given news articles Query: I was wondering if anyone out there could enlighten me on this car I saw the other day. It was a 2-door sports car, looked to be from the late 60s/ early 70s. It was called a Bricklin. The doors were really small. In addition, the front bumper was separate from the rest of the body. This is all I know. If anyone can tellme a model name, engine specs, years of production, where this car is made, history, or whatever info you have on this funky looking car, please e-mail.	rec.autos	talk.politics.guns	rec.sport.baseball	comp.windows.x	rec.sport.baseball	comp.windows.x	alt.atheism	sci.med	18
  Instruct Identify the topic or theme of the given news articles Query: A fair number of brave souls who upgraded their SI clock oscillator have shared their experiences for this poll. Please send a brief message detailing your experiences with the procedure. Top speed attained, CPU rated speed, add on cards and adapters, heat sinks, hour of usage per day, floppy disk functionality with 800 and 1.4 m floppies are especially requested. I will be summarizing in the next two days, so please add to the network knowledge base if you have done the clock upgrade and haven't answered this poll. Thanks.	comp.sys.mac.hardware	rec.sport.hockey	rec.autos	alt.atheism	comp.sys.ibm.pc.hardware	talk.politics.mideast	talk.religion.misc	alt.atheism	18
  Instruct Identify the topic or theme of the given news articles Query: well folks, my mac plus finally gave up the ghost this weekend after starting life as a 512k way back in 1985. sooo, i'm in the market for a new machine a bit sooner than i intended to be... i'm looking into picking up a powerbook 160 or maybe 180 and have a bunch of questions that (hopefully) somebody can answer: * does anybody know any dirt on when the next round of powerbook introductions are expected? i'd heard the 185c was supposed to make an appearence "this summer" but haven't heard anymore on it - and since i don't have access to macleak, i was wondering if anybody out there had more info... * has anybody heard rumors about price drops to the powerbook line like the ones the duo's just went through recently? * what's the impression of the display on the 180? i could probably swing a 180 if i got the 80Mb disk rather than the 120, but i don't really have a feel for how much "better" the display is (yea, it looks great in the store, but is that all "wow" or is it really that good?). could i solicit some opinions of people who use the 160 and 180 day-to-day on if its worth taking the disk size and money hit to get the active display? (i realize this is a real subjective question, but i've only played around with the machines in a computer store breifly and figured the opinions of somebody who actually uses the machine daily might prove helpful). * how well does hellcats perform? ;) thanks a bunch in advance for any info - if you could email, i'll post a summary (news reading time is at a premium with finals just around the corner... :( ) -- Tom Willis \ [email protected] \ Purdue Electrical Engineering	comp.sys.mac.hardware	sci.crypt	rec.sport.baseball	alt.atheism	soc.religion.christian	comp.graphics	sci.crypt	rec.autos	18

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

amazon_counterfactual

• Dataset: amazon_counterfactual
• Size: 23,218 training samples
• Columns: anchor, positive, negative, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative	prompt_length
  type	string	string	string	int
  details	min: 31 tokens mean: 51.31 tokens max: 147 tokens	min: 4 tokens mean: 4.74 tokens max: 5 tokens	min: 4 tokens mean: 4.26 tokens max: 5 tokens	26: 100.00%

• Samples:

  anchor	positive	negative	prompt_length
  Instruct Classify a given Amazon customer review text as either counterfactual or not-counterfactual Query: (Just seems everyone is writing like 50 Shades lately) This series is a classical romance with much suspense and steam without all that kinkery.	not-counterfactual	counterfactual	26
  Instruct Classify a given Amazon customer review text as either counterfactual or not-counterfactual Query: 仕事の移動中に出来るので大助かりです。	not-counterfactual	counterfactual	26
  Instruct Classify a given Amazon customer review text as either counterfactual or not-counterfactual Query: Seen some reviews commenting on grammatical errors, yest there are some but doesn't detract from story.	not-counterfactual	counterfactual	26

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

arxiv_s2s

• Dataset: arxiv_s2s
• Size: 25,000 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 22 tokens mean: 35.55 tokens max: 80 tokens	min: 3 tokens mean: 5.95 tokens max: 19 tokens	min: 3 tokens mean: 9.91 tokens max: 35 tokens	min: 3 tokens mean: 9.68 tokens max: 35 tokens	min: 3 tokens mean: 9.73 tokens max: 35 tokens	min: 3 tokens mean: 9.78 tokens max: 35 tokens	min: 3 tokens mean: 9.6 tokens max: 35 tokens	min: 3 tokens mean: 9.88 tokens max: 35 tokens	min: 3 tokens mean: 9.86 tokens max: 35 tokens	22: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Identify the main and secondary category of Arxiv papers based on the titles Query: Calculation of prompt diphoton production cross sections at Tevatron and LHC energies	hep-ph	physics.geo-ph	cond-mat.stat-mech hep-th math-ph math.MP	math.NA math.ST stat.CO stat.TH	physics.ins-det physics.atm-clus	physics.plasm-ph physics.atom-ph	nlin.CD cond-mat.stat-mech stat.ME	physics.ins-det astro-ph hep-ex	22
  Instruct Identify the main and secondary category of Arxiv papers based on the titles Query: Sparsity-certifying Graph Decompositions	math.CO cs.CG	math.SP math-ph math.DG math.MP	cs.DS cs.CE cs.MS cs.NA	nlin.AO cond-mat.mes-hall nlin.PS physics.chem-ph	hep-ph	hep-th math.RA math.RT	math.RT math-ph math.MP	cs.IT cs.CC math.IT	22
  Instruct Identify the main and secondary category of Arxiv papers based on the titles Query: The evolution of the Earth-Moon system based on the dark matter field fluid model	physics.gen-ph	math.OC cs.SY math.ST stat.TH	math.GT math.NT	math-ph math.GT math.MP	hep-th hep-lat	cond-mat.str-el cond-mat.mtrl-sci cond-mat.stat-mech	nlin.CD nlin.PS	cond-mat.supr-con cond-mat.mes-hall quant-ph	22

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

arxiv_p2p

• Dataset: arxiv_p2p
• Size: 25,000 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 32 tokens mean: 202.69 tokens max: 524 tokens	min: 3 tokens mean: 5.95 tokens max: 19 tokens	min: 3 tokens mean: 9.91 tokens max: 29 tokens	min: 3 tokens mean: 9.76 tokens max: 35 tokens	min: 3 tokens mean: 9.71 tokens max: 30 tokens	min: 3 tokens mean: 9.68 tokens max: 35 tokens	min: 3 tokens mean: 9.74 tokens max: 30 tokens	min: 3 tokens mean: 9.82 tokens max: 30 tokens	min: 3 tokens mean: 9.99 tokens max: 28 tokens	25: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: A fully differential calculation in perturbative quantum chromodynamics is presented for the production of massive photon pairs at hadron colliders. All next-to-leading order perturbative contributions from quark-antiquark, gluon-(anti)quark, and gluon-gluon subprocesses are included, as well as all-orders resummation of initial-state gluon radiation valid at next-to-next-to-leading logarithmic accuracy. The region of phase space is specified in which the calculation is most reliable. Good agreement is demonstrated with data from the Fermilab Tevatron, and predictions are made for more detailed tests with CDF and DO data. Predictions are shown for distributions of diphoton pairs produced at the energy of the Large Hadron Collider (LHC). Distributions of the diphoton pairs from the decay of a Higgs boson are contrasted with those produced from QCD processes at the LHC, showing that enhanced sensitivity to the signal can be obtained with judicious selection of events.	hep-ph	math.CO math.AT	math.RT math.OA	cond-mat.soft q-bio.QM	cond-mat.mes-hall cond-mat.supr-con quant-ph	cond-mat.str-el cond-mat.supr-con hep-lat hep-ph	hep-lat hep-ph	stat.ML stat.AP	25
  Instruct Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: We describe a new algorithm, the $(k,\ell)$-pebble game with colors, and use it obtain a characterization of the family of $(k,\ell)$-sparse graphs and algorithmic solutions to a family of problems concerning tree decompositions of graphs. Special instances of sparse graphs appear in rigidity theory and have received increased attention in recent years. In particular, our colored pebbles generalize and strengthen the previous results of Lee and Streinu and give a new proof of the Tutte-Nash-Williams characterization of arboricity. We also present a new decomposition that certifies sparsity based on the $(k,\ell)$-pebble game with colors. Our work also exposes connections between pebble game algorithms and previous sparse graph algorithms by Gabow, Gabow and Westermann and Hendrickson.	math.CO cs.CG	cs.IT math.CO math.IT	math.LO math.AT	astro-ph hep-ex nucl-ex	math.AG math.CO math.GT	cs.CG	physics.chem-ph physics.atm-clus physics.comp-ph	cs.CR cs.CC	25
  Instruct Identify the main and secondary category of Arxiv papers based on the titles and abstracts Query: The evolution of Earth-Moon system is described by the dark matter field fluid model proposed in the Meeting of Division of Particle and Field 2004, American Physical Society. The current behavior of the Earth-Moon system agrees with this model very well and the general pattern of the evolution of the Moon-Earth system described by this model agrees with geological and fossil evidence. The closest distance of the Moon to Earth was about 259000 km at 4.5 billion years ago, which is far beyond the Roche's limit. The result suggests that the tidal friction may not be the primary cause for the evolution of the Earth-Moon system. The average dark matter field fluid constant derived from Earth-Moon system data is 4.39 x 10^(-22) s^(-1)m^(-1). This model predicts that the Mars's rotation is also slowing with the angular acceleration rate about -4.38 x 10^(-22) rad s^(-2).	physics.gen-ph	math.NT math.DS	cond-mat.soft cond-mat.other physics.bio-ph q-bio.OT	cs.CE cs.DC	cond-mat.other nlin.CD physics.class-ph physics.flu-dyn	math.KT math.AC	stat.ML cs.IT math.IT	hep-ph cond-mat.other hep-th	25

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

amazon_reviews

• Dataset: amazon_reviews
• Size: 1,200,000 training samples
• Columns: anchor, positive, negative_1, negative_2, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	prompt_length
  type	string	string	string	string	int
  details	min: 23 tokens mean: 74.12 tokens max: 474 tokens	min: 2 tokens mean: 2.0 tokens max: 2 tokens	min: 2 tokens mean: 2.0 tokens max: 2 tokens	min: 2 tokens mean: 2.0 tokens max: 2 tokens	19: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	prompt_length
  Instruct Classify the given Amazon review into its appropriate rating category Query: Me ha gustado mucho La verdad es que estoy muy contenta con él. Está muy bien distribuido tiene monedero de botón y de cremallera y puedo poner todas mis tarjetas más dos compartimentos para billetes. Y luego con la correa para que no se caiga ninguna tarjeta y que cierra completamente el monedero es ideal.Ahora, solo esperar que dure .	Good	Poor	Fair	19
  Instruct Classify the given Amazon review into its appropriate rating category Query: Naja Die Hülle ist eigentlich sehr schön und passt perfekt. Aber leider nutzt sie sich schnell ab und an den Ecken geht die Farbe ab. Das sieht sehr unschön aus. Erfüllt aber trotzdem ihr Zweck	Fair	Good	Excellent	19
  Instruct Classify the given Amazon review into its appropriate rating category Query: Rapunzel Puppe Rapunzel bestellt. 1 Tag später war die Strähnen kaputt und hat nimmer geleuchtet. Dann haben wir Ersatz bestellt. Rapunzel hat genau einen Tag geleuchtet wieder kaputt. Habe beide zurück geschickt und der Witz man bekommt nur ein Anteil zurück vom Verand.	Poor	Good	Average	19

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

banking

• Dataset: banking
• Size: 10,003 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 20 tokens mean: 29.61 tokens max: 91 tokens	min: 3 tokens mean: 4.79 tokens max: 6 tokens	min: 3 tokens mean: 4.95 tokens max: 10 tokens	min: 3 tokens mean: 5.02 tokens max: 10 tokens	min: 3 tokens mean: 5.05 tokens max: 10 tokens	min: 3 tokens mean: 5.05 tokens max: 10 tokens	min: 3 tokens mean: 5.06 tokens max: 10 tokens	min: 3 tokens mean: 5.01 tokens max: 10 tokens	min: 3 tokens mean: 5.04 tokens max: 10 tokens	18: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Given a online banking query, find the corresponding intents Query: I am still waiting on my card?	card_arrival	pending_card_payment	visa_or_mastercard	lost_or_stolen_card	activate_my_card	passcode_forgotten	getting_virtual_card	exchange_charge	18
  Instruct Given a online banking query, find the corresponding intents Query: What can I do if my card still hasn't arrived after 2 weeks?	card_arrival	transaction_charged_twice	get_disposable_virtual_card	order_physical_card	apple_pay_or_google_pay	supported_cards_and_currencies	pending_card_payment	verify_my_identity	18
  Instruct Given a online banking query, find the corresponding intents Query: I have been waiting over a week. Is the card still coming?	card_arrival	automatic_top_up	topping_up_by_card	get_physical_card	verify_my_identity	transfer_not_received_by_recipient	automatic_top_up	passcode_forgotten	18

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

biorxiv_s2s

• Dataset: biorxiv_s2s
• Size: 15,000 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 24 tokens mean: 37.64 tokens max: 66 tokens	min: 3 tokens mean: 3.66 tokens max: 7 tokens	min: 3 tokens mean: 3.72 tokens max: 7 tokens	min: 3 tokens mean: 3.77 tokens max: 7 tokens	min: 3 tokens mean: 3.75 tokens max: 7 tokens	min: 3 tokens mean: 3.76 tokens max: 7 tokens	min: 3 tokens mean: 3.77 tokens max: 7 tokens	min: 3 tokens mean: 3.8 tokens max: 7 tokens	min: 3 tokens mean: 3.76 tokens max: 7 tokens	21: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Identify the main category of Biorxiv papers based on the titles Query: PMCE: efficient inference of expressive models of cancer evolution with high prognostic power	bioinformatics	biochemistry	biophysics	cell biology	cancer biology	ecology	animal behavior and cognition	animal behavior and cognition	21
  Instruct Identify the main category of Biorxiv papers based on the titles Query: PMCE: efficient inference of expressive models of cancer evolution with high prognostic power	bioinformatics	developmental biology	zoology	animal behavior and cognition	cell biology	biochemistry	animal behavior and cognition	plant biology	21
  Instruct Identify the main category of Biorxiv papers based on the titles Query: Convergent evolution of primate testis transcriptomes reflects mating strategy	evolutionary biology	molecular biology	pharmacology and toxicology	neuroscience	genomics	plant biology	biochemistry	systems biology	21

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

biorxiv_p2p

• Dataset: biorxiv_p2p
• Size: 15,000 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 67 tokens mean: 320.79 tokens max: 966 tokens	min: 3 tokens mean: 3.66 tokens max: 7 tokens	min: 3 tokens mean: 3.8 tokens max: 7 tokens	min: 3 tokens mean: 3.74 tokens max: 7 tokens	min: 3 tokens mean: 3.83 tokens max: 7 tokens	min: 3 tokens mean: 3.78 tokens max: 7 tokens	min: 3 tokens mean: 3.76 tokens max: 7 tokens	min: 3 tokens mean: 3.8 tokens max: 7 tokens	min: 3 tokens mean: 3.81 tokens max: 7 tokens	24: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Identify the main category of Biorxiv papers based on the titles and abstracts Query: MotivationDriver (epi)genomic alterations underlie the positive selection of cancer subpopulations, which promotes drug resistance and relapse. Even though substantial heterogeneity is witnessed in most cancer types, mutation accumulation patterns can be regularly found and can be exploited to reconstruct predictive models of cancer evolution. Yet, available methods cannot infer logical formulas connecting events to represent alternative evolutionary routes or convergent evolution. ResultsWe introduce PMCE, an expressive framework that leverages mutational profiles from crosssectional sequencing data to infer probabilistic graphical models of cancer evolution including arbitrary logical formulas, and which outperforms the state-of-the-art in terms of accuracy and robustness to noise, on simulations. The application of PMCE to 7866 samples from the TCGA database allows us to identify a highly significant correlation between the predicted evolutionary paths and the overall survival in 7 tumor types, proving that our approach can effectively stratify cancer patients in reliable risk groups. AvailabilityPMCE is freely available at https://github.com/BIMIB-DISCo/PMCE, in addition to the code to replicate all the analyses presented in the manuscript. [email protected], [email protected].	bioinformatics	systems biology	evolutionary biology	animal behavior and cognition	pathology	cancer biology	animal behavior and cognition	scientific communication and education	24
  Instruct Identify the main category of Biorxiv papers based on the titles and abstracts Query: MotivationDriver (epi)genomic alterations underlie the positive selection of cancer subpopulations, which promotes drug resistance and relapse. Even though substantial heterogeneity is witnessed in most cancer types, mutation accumulation patterns can be regularly found and can be exploited to reconstruct predictive models of cancer evolution. Yet, available methods cannot infer logical formulas connecting events to represent alternative evolutionary routes or convergent evolution. ResultsWe introduce PMCE, an expressive framework that leverages mutational profiles from crosssectional sequencing data to infer probabilistic graphical models of cancer evolution including arbitrary logical formulas, and which outperforms the state-of-the-art in terms of accuracy and robustness to noise, on simulations. The application of PMCE to 7866 samples from the TCGA database allows us to identify a highly significant correlation between the predicted evolutionary paths and the overall survival in 7 tumor types, proving that our approach can effectively stratify cancer patients in reliable risk groups. AvailabilityPMCE is freely available at https://github.com/BIMIB-DISCo/PMCE, in addition to the code to replicate all the analyses presented in the manuscript. [email protected], [email protected].	bioinformatics	paleontology	synthetic biology	microbiology	genetics	molecular biology	cancer biology	cell biology	24
  Instruct Identify the main category of Biorxiv papers based on the titles and abstracts Query: In independent mammalian lineages where females mate with multiple males (multi-male mating strategies), males have evolved larger testicles relative to those lineages where females mate with fewer males (single-male mating strategies). Here we study published bulk testis transcriptomes from humans, chimpanzees, gorillas and rhesus macaques, as well as mice and rats. Employing a formal model of adaptive evolution, we find that testis transcriptomes have also evolved convergently, reflecting each species mating strategy. Using deconvolution, we infer that testis transcriptome divergence patterns largely reflect convergent shifts in tissue cell type composition. However, we also identify modest amounts of convergent evolution at the cell-autonomous level by analyzing cell-type specific transcriptome data from spermatids and spermatocytes. We further show that in the single-male mating primates, human and gorilla, testis transcriptome profiles are paedomorphic relative to those of multi-male primates, chimpanzee and macaque, suggesting that shifts in timing or rate of testis development could underlie convergent changes in testis mass, histology, and transcriptomes.	evolutionary biology	plant biology	synthetic biology	pathology	pathology	genetics	molecular biology	epidemiology	24

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

emo

• Dataset: emo
• Size: 16,000 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	prompt_length
  type	string	string	string	string	string	string	string	int
  details	min: 38 tokens mean: 55.59 tokens max: 104 tokens	min: 2 tokens mean: 2.41 tokens max: 3 tokens	min: 2 tokens mean: 2.75 tokens max: 3 tokens	min: 2 tokens mean: 2.0 tokens max: 2 tokens	min: 2 tokens mean: 2.0 tokens max: 2 tokens	min: 2 tokens mean: 2.85 tokens max: 3 tokens	min: 3 tokens mean: 3.0 tokens max: 3 tokens	37: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	prompt_length
  Instruct Classify the emotion expressed in the given Twitter message into one of the six emotions:anger, fear, joy, love, sadness, and surprise Query: i didnt feel humiliated	sadness	joy	love	anger	fear	surprise	37
  Instruct Classify the emotion expressed in the given Twitter message into one of the six emotions:anger, fear, joy, love, sadness, and surprise Query: i can go from feeling so hopeless to so damned hopeful just from being around someone who cares and is awake	sadness	joy	love	anger	fear	surprise	37
  Instruct Classify the emotion expressed in the given Twitter message into one of the six emotions:anger, fear, joy, love, sadness, and surprise Query: im grabbing a minute to post i feel greedy wrong	anger	sadness	joy	love	fear	surprise	37

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

imdb

• Dataset: imdb
• Size: 25,000 training samples
• Columns: anchor, positive, negative, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative	prompt_length
  type	string	string	string	int
  details	min: 38 tokens mean: 313.83 tokens max: 1024 tokens	min: 2 tokens mean: 2.0 tokens max: 2 tokens	min: 2 tokens mean: 2.0 tokens max: 2 tokens	24: 100.00%

• Samples:

  anchor	positive	negative	prompt_length
  Instruct Classify the sentiment expressed in the given movie review text from the IMDB dataset Query: I rented I AM CURIOUS-YELLOW from my video store because of all the controversy that surrounded it when it was first released in 1967. I also heard that at first it was seized by U.S. customs if it ever tried to enter this country, therefore being a fan of films considered "controversial" I really had to see this for myself. The plot is centered around a young Swedish drama student named Lena who wants to learn everything she can about life. In particular she wants to focus her attentions to making some sort of documentary on what the average Swede thought about certain political issues such as the Vietnam War and race issues in the United States. In between asking politicians and ordinary denizens of Stockholm about their opinions on politics, she has sex with her drama teacher, classmates, and married men. What kills me about I AM CURIOUS-YELLOW is that 40 years ago, this was considered pornographic. Really, the sex and nudity scenes are few and far between, even then it's not shot like some cheaply made porno. While my countrymen mind find it shocking, in reality sex and nudity are a major staple in Swedish cinema. Even Ingmar Bergman, arguably their answer to good old boy John Ford, had sex scenes in his films. I do commend the filmmakers for the fact that any sex shown in the film is shown for artistic purposes rather than just to shock people and make money to be shown in pornographic theaters in America. I AM CURIOUS-YELLOW is a good film for anyone wanting to study the meat and potatoes (no pun intended) of Swedish cinema. But really, this film doesn't have much of a plot.	negative	positive	24
  Instruct Classify the sentiment expressed in the given movie review text from the IMDB dataset Query: "I Am Curious: Yellow" is a risible and pretentious steaming pile. It doesn't matter what one's political views are because this film can hardly be taken seriously on any level. As for the claim that frontal male nudity is an automatic NC-17, that isn't true. I've seen R-rated films with male nudity. Granted, they only offer some fleeting views, but where are the R-rated films with gaping vulvas and flapping labia? Nowhere, because they don't exist. The same goes for those crappy cable shows: schlongs swinging in the breeze but not a clitoris in sight. And those pretentious indie movies like The Brown Bunny, in which we're treated to the site of Vincent Gallo's throbbing johnson, but not a trace of pink visible on Chloe Sevigny. Before crying (or implying) "double-standard" in matters of nudity, the mentally obtuse should take into account one unavoidably obvious anatomical difference between men and women: there are no genitals on display when actresses appears nude, and the same cannot be said for a man. In fact, you generally won't see female genitals in an American film in anything short of porn or explicit erotica. This alleged double-standard is less a double standard than an admittedly depressing ability to come to terms culturally with the insides of women's bodies.	negative	positive	24
  Instruct Classify the sentiment expressed in the given movie review text from the IMDB dataset Query: If only to avoid making this type of film in the future. This film is interesting as an experiment but tells no cogent story. One might feel virtuous for sitting thru it because it touches on so many IMPORTANT issues but it does so without any discernable motive. The viewer comes away with no new perspectives (unless one comes up with one while one's mind wanders, as it will invariably do during this pointless film). One might better spend one's time staring out a window at a tree growing.	negative	positive	24

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

med_s2s

• Dataset: med_s2s
• Size: 15,000 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 24 tokens mean: 40.13 tokens max: 84 tokens	min: 2 tokens mean: 4.99 tokens max: 8 tokens	min: 2 tokens mean: 4.45 tokens max: 8 tokens	min: 2 tokens mean: 4.54 tokens max: 8 tokens	min: 2 tokens mean: 4.57 tokens max: 8 tokens	min: 2 tokens mean: 4.55 tokens max: 8 tokens	min: 2 tokens mean: 4.5 tokens max: 8 tokens	min: 2 tokens mean: 4.52 tokens max: 8 tokens	min: 2 tokens mean: 4.47 tokens max: 8 tokens	21: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Identify the main category of Medrxiv papers based on the titles Query: The Paradox of Female Obesity in Low and Lower-Middle Income Countries	epidemiology	medical ethics	oncology	primary care research	transplantation	geriatric medicine	genetic and genomic medicine	infectious diseases	21
  Instruct Identify the main category of Medrxiv papers based on the titles Query: Real-time Hearing Threshold Determination of Auditory Brainstem Responses by Cross-correlation Analysis	otolaryngology	surgery	ophthalmology	intensive care and critical care medicine	nephrology	obstetrics and gynecology	gastroenterology	palliative medicine	21
  Instruct Identify the main category of Medrxiv papers based on the titles Query: Secrets of the hospital underbelly: patterns of abundance of antimicrobial resistance genes in hospital wastewater vary by specific antimicrobial and bacterial family	infectious diseases	cardiovascular medicine	surgery	health systems and quality improvement	rehabilitation medicine and physical therapy	rheumatology	hiv aids	gastroenterology	21

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

med_p2p

• Dataset: med_p2p
• Size: 15,000 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 71 tokens mean: 382.76 tokens max: 1024 tokens	min: 2 tokens mean: 4.99 tokens max: 8 tokens	min: 2 tokens mean: 4.56 tokens max: 8 tokens	min: 2 tokens mean: 4.53 tokens max: 8 tokens	min: 2 tokens mean: 4.56 tokens max: 8 tokens	min: 2 tokens mean: 4.48 tokens max: 8 tokens	min: 2 tokens mean: 4.46 tokens max: 8 tokens	min: 2 tokens mean: 4.5 tokens max: 8 tokens	min: 2 tokens mean: 4.41 tokens max: 8 tokens	24: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Identify the main category of Medrxiv papers based on the titles and abstracts Query: SettingObesity, once considered an epidemic of the developed world, is now becoming an even more prominent problem than underweight in low and lower middle income countries (LLMICs). Ample literature has shown that as a countrys income increases, the burden of obesity shifts from the rich to the poor. This is known as the "Reversal Hypothesis." Many studies have explored the effects of various social determinants of health on obesity, but few have studied education as an independent variable on female obesity across LLMICs. ObjectiveGlobally, adult females have a higher prevalence of obesity and the obesity shift occurs more quickly for women than for men. We aim to address this disparity and contribute towards the reversal hypothesis by exploring the association of education and obesity in women in LLMICs. DesignIn this cross-sectional study, we used a multi-national and multi-year database from the publicly available Demographic and Health Surveys program with data from 34 LLMICs. Education levels are standardized across countries during survey collection. ResultsOur age-adjusted prevalence ratio (AA-PR) analysis shows that women in LLMICs with higher education have a significantly greater prevalence of obesity than women with no education. We analyzed this phenomenon by individual nations, continents, and income classifications. Educated women living in low income countries are 5.12 times more obese than uneducated women (AA-PR, 95% CI=4.75, 5.53) and 3.42 times more obese in lower middle income countries (AA-PR, 95% CI=3.31, 3.54). ConclusionThese findings highlight a need for more studies and policy attention focusing on female education levels, among other factors, to understand, predict, and prevent obesity in LLMICs. ARTICLE SUMMARY Strengths and limitations of this studyO_LIA rigorous sample size of 943,947 adult females in 34 LLMIC countries was utilized to study the association between adult female obesity and education level. C_LIO_LIAge-adjusted and age-and-wealth-adjusted prevalence ratios of obesity were analyzed based on 34 individual nations, three continents, and two major income categories. C_LIO_LIThis study includes the most recent data available through the Demographic and Health Surveys program, which standardizes education levels during data collection, allowing for comparison between all surveyed countries. C_LIO_LIThis study is limited by the relatively small number of countries for which data is available through the DHS dataset, and thus, further research will be needed to show whether these results are generalizable to other LLMICs. C_LI	epidemiology	nursing	genetic and genomic medicine	psychiatry and clinical psychology	transplantation	emergency medicine	intensive care and critical care medicine	transplantation	24
  Instruct Identify the main category of Medrxiv papers based on the titles and abstracts Query: Auditory brainstem response (ABR) serves as an objective indication of auditory perception at given sound level and is nowadays widely used in hearing function assessment. Despite efforts for automation over decades, hearing threshold determination by machine algorithm remains unreliable and thereby still rely on visual identification by trained personnel. Here, we described a procedure for automatic threshold determination that can be used in both animal and human ABR tests. The method terminates level averaging of ABR recordings upon detection of time-locked waveform through cross-correlation analysis. The threshold level was then indicated by a dramatic increase in the sweep numbers required to produce "qualified" level averaging. A good match was obtained between the algorithm outcome and the human readouts. Moreover, the method varies the level averaging based on the cross-correlation, thereby adapting to the signal-to-noise ratio of single sweep recordings. These features empower a robust and fully automated ABR test.	otolaryngology	psychiatry and clinical psychology	sports medicine	public and global health	epidemiology	psychiatry and clinical psychology	surgery	urology	24
  Instruct Identify the main category of Medrxiv papers based on the titles and abstracts Query: BackgroundHospital wastewater is a major source of antimicrobial resistance (AMR) outflow into the environment. This study uses metagenomics to study how hospital clinical activity impacts antimicrobial resistance genes (ARGs) abundances in hospital wastewater. MethodsSewage was collected over a 24-hour period from multiple wastewater collection points representing different specialties within a tertiary hospital site and simultaneously from community sewage works. High throughput shotgun sequencing was performed using Illumina HiSeq4000. ARG abundances were correlated to hospital antimicrobial usage (AMU), data on clinical activity and resistance prevalence in clinical isolates. ResultsMicrobiota and ARG composition varied between collection points and overall ARG abundance was higher in hospital wastewater than in community influent. ARG and microbiota compositions were correlated (Procrustes analysis, P=0.014). Total antimicrobial usage was not associated with higher ARG abundance in wastewater. However, there was a small positive association between resistance genes and antimicrobial usage matched to ARG phenotype (IRR 1.11, CI 1.06 - 1.16, P<0.001). Furthermore, analysing carbapenem and vancomycin resistance separately indicated that counts of ARGs to these antimicrobials were positively associated with their increased usage (carbapenem rate ratio (RR) 1.91, 95% confidence intervals (CI) 1.01 - 3.72, P=0.07, and vancomycin RR 10.25, CI 2.32 - 49.10, P<0.01). Overall, ARG abundance within hospital wastewater did not reflect resistance patterns in clinical isolates from concurrent hospital inpatients. However, for clinical isolates of the family Enterococcaceae and Staphylococcaceae, there was a positive relationship with wastewater ARG abundance (odds ratio (OR) 1.62, CI 1.33 - 2.00, P<0.001, and OR 1.65, CI 1.21 - 2.30, P=0.006 respectively). ConclusionsWe found that the relationship between hospital wastewater ARGs and antimicrobial usage or clinical isolate resistance varies by specific antimicrobial and bacterial family studied. One explanation we consider is that relationships observed from multiple departments within a single hospital site will be detectable only for ARGs against parenteral antimicrobials uniquely used in the hospital setting. Our work highlights that using metagenomics to identify the full range of ARGs in hospital wastewater is a useful surveillance tool to monitor hospital ARG carriage and outflow and guide environmental policy on AMR.	infectious diseases	genetic and genomic medicine	forensic medicine	allergy and immunology	nursing	emergency medicine	primary care research	radiology and imaging	24

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

mtop

• Dataset: mtop
• Size: 73,928 training samples
• Columns: anchor, positive, negative_1, negative_2, negative_3, negative_4, negative_5, negative_6, negative_7, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  type	string	string	string	string	string	string	string	string	string	int
  details	min: 21 tokens mean: 32.47 tokens max: 91 tokens	min: 3 tokens mean: 4.12 tokens max: 7 tokens	min: 3 tokens mean: 4.71 tokens max: 7 tokens	min: 3 tokens mean: 4.66 tokens max: 7 tokens	min: 3 tokens mean: 4.61 tokens max: 7 tokens	min: 3 tokens mean: 4.71 tokens max: 7 tokens	min: 3 tokens mean: 4.75 tokens max: 7 tokens	min: 3 tokens mean: 4.68 tokens max: 7 tokens	min: 3 tokens mean: 4.67 tokens max: 7 tokens	21: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	negative_3	negative_4	negative_5	negative_6	negative_7	prompt_length
  Instruct Classify the intent of the given utterance in task-oriented conversation Query: Füge 5 Minuten zum Timer hinzu	ADD_TIME_TIMER	RESUME_CALL	PAUSE_MUSIC	PAUSE_TIMER	SET_RSVP_YES	SWITCH_CALL	GET_REMINDER_AMOUNT	GET_INFO_CONTACT	21
  Instruct Classify the intent of the given utterance in task-oriented conversation Query: ฉันสามารถเพิ่มเครื่องเทศอะไรลงในข้าวแบบสเปนของฉันได้บ้าง	GET_INFO_RECIPES	SET_RSVP_NO	CREATE_ALARM	GET_TIMER	DELETE_ALARM	UNLOOP_MUSIC	SET_AVAILABLE	UPDATE_REMINDER_DATE_TIME	21
  Instruct Classify the intent of the given utterance in task-oriented conversation Query: call Corbin two	CREATE_CALL	GET_INFO_RECIPES	GET_LANGUAGE	GET_CATEGORY_EVENT	SET_AVAILABLE	SET_UNAVAILABLE	GET_ATTENDEE_EVENT	DISLIKE_MUSIC	21

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

toxic

• Dataset: toxic
• Size: 50,000 training samples
• Columns: anchor, positive, negative, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative	prompt_length
  type	string	string	string	int
  details	min: 18 tokens mean: 83.2 tokens max: 268 tokens	min: 3 tokens mean: 3.0 tokens max: 3 tokens	min: 3 tokens mean: 3.0 tokens max: 3 tokens	19: 100.00%

• Samples:

  anchor	positive	negative	prompt_length
  Instruct Classify the given comments as either toxic or not toxic Query: theres not enough going on around here for air service none want to waste there time on this town	not toxic	toxic	19
  Instruct Classify the given comments as either toxic or not toxic Query: How about ZERO	not toxic	toxic	19
  Instruct Classify the given comments as either toxic or not toxic Query: Her name is still floating? Might I suggest flushing twice?	not toxic	toxic	19

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

tweet

• Dataset: tweet
• Size: 27,481 training samples
• Columns: anchor, positive, negative_1, negative_2, and prompt_length
• Approximate statistics based on the first 1000 samples:

  	anchor	positive	negative_1	negative_2	prompt_length
  type	string	string	string	string	int
  details	min: 22 tokens mean: 40.08 tokens max: 70 tokens	min: 2 tokens mean: 2.0 tokens max: 2 tokens	min: 2 tokens mean: 2.0 tokens max: 2 tokens	min: 2 tokens mean: 2.0 tokens max: 2 tokens	24: 100.00%

• Samples:

  anchor	positive	negative_1	negative_2	prompt_length
  Instruct Classify the sentiment of a given tweet as either positive, negative, or neutral Query: I`d have responded, if I were going	neutral	negative	positive	24
  Instruct Classify the sentiment of a given tweet as either positive, negative, or neutral Query: Sooo SAD I will miss you here in San Diego!!!	negative	neutral	positive	24
  Instruct Classify the sentiment of a given tweet as either positive, negative, or neutral Query: my boss is bullying me...	negative	neutral	positive	24

• Loss: main.MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

Training Hyperparameters

Non-Default Hyperparameters

• per_device_train_batch_size: 2
• per_device_eval_batch_size: 2
• learning_rate: 1.5e-06
• num_train_epochs: 1
• warmup_ratio: 0.025
• fp16: True
• gradient_checkpointing: True
• gradient_checkpointing_kwargs: {'use_reentrant': False}
• torch_compile: True
• torch_compile_backend: inductor

All Hyperparameters

Click to expand

• overwrite_output_dir: False
• do_predict: False
• eval_strategy: no
• prediction_loss_only: True
• per_device_train_batch_size: 2
• per_device_eval_batch_size: 2
• 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: 1.5e-06
• weight_decay: 0.0
• adam_beta1: 0.9
• adam_beta2: 0.999
• adam_epsilon: 1e-08
• max_grad_norm: 1.0
• num_train_epochs: 1
• max_steps: -1
• lr_scheduler_type: linear
• lr_scheduler_kwargs: {}
• warmup_ratio: 0.025
• warmup_steps: 0
• log_level: passive
• log_level_replica: warning
• log_on_each_node: True
• logging_nan_inf_filter: True
• save_safetensors: True
• 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: 1
• ddp_backend: None
• tpu_num_cores: None
• tpu_metrics_debug: False
• debug: []
• dataloader_drop_last: True
• dataloader_num_workers: 0
• dataloader_prefetch_factor: None
• past_index: -1
• disable_tqdm: False
• remove_unused_columns: True
• 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}
• 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: False
• resume_from_checkpoint: None
• hub_model_id: None
• hub_strategy: every_save
• hub_private_repo: False
• hub_always_push: False
• gradient_checkpointing: True
• gradient_checkpointing_kwargs: {'use_reentrant': False}
• include_inputs_for_metrics: False
• 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: True
• torch_compile_backend: inductor
• torch_compile_mode: None
• dispatch_batches: None
• split_batches: 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
• batch_sampler: batch_sampler
• multi_dataset_batch_sampler: proportional

Training Logs

Click to expand

Epoch	Step	Training Loss
0.0003	20	3.0144
0.0006	40	3.0914
0.0010	60	3.2102
0.0013	80	3.0703
0.0016	100	3.108
0.0019	120	3.1062
0.0022	140	3.0873
0.0025	160	3.3532
0.0029	180	2.9943
0.0032	200	3.0703
0.0035	220	2.8031
0.0038	240	2.8327
0.0041	260	2.6957
0.0044	280	3.0308
0.0048	300	2.9465
0.0051	320	2.6954
0.0054	340	2.7251
0.0057	360	2.5448
0.0060	380	2.2776
0.0064	400	2.0727
0.0067	420	2.0206
0.0070	440	1.992
0.0073	460	1.8601
0.0076	480	1.7537
0.0079	500	1.8012
0.0083	520	1.6918
0.0086	540	1.7435
0.0089	560	1.7974
0.0092	580	1.649
0.0095	600	1.6754
0.0098	620	1.7005
0.0102	640	1.625
0.0105	660	1.7649
0.0108	680	1.6486
0.0111	700	1.641
0.0114	720	1.5647
0.0118	740	1.6356
0.0121	760	1.6803
0.0124	780	1.6516
0.0127	800	1.6626
0.0130	820	1.6962
0.0133	840	1.659
0.0137	860	1.69
0.0140	880	1.7498
0.0143	900	1.6884
0.0146	920	1.7236
0.0149	940	1.7102
0.0152	960	1.6318
0.0156	980	1.5891
0.0159	1000	1.6753
0.0162	1020	1.6653
0.0165	1040	1.5846
0.0168	1060	1.6475
0.0172	1080	1.6667
0.0175	1100	1.6368
0.0178	1120	1.6732
0.0181	1140	1.6202
0.0184	1160	1.6805
0.0187	1180	1.5902
0.0191	1200	1.7175
0.0194	1220	1.6436
0.0197	1240	1.6156
0.0200	1260	1.6302
0.0203	1280	1.6352
0.0206	1300	1.6389
0.0210	1320	1.6125
0.0213	1340	1.5976
0.0216	1360	1.6914
0.0219	1380	1.6307
0.0222	1400	1.654
0.0226	1420	1.6466
0.0229	1440	1.6672
0.0232	1460	1.6464
0.0235	1480	1.6599
0.0238	1500	1.5918
0.0241	1520	1.582
0.0245	1540	1.5779
0.0248	1560	1.6236
0.0251	1580	1.6562
0.0254	1600	1.6803
0.0257	1620	1.5924
0.0260	1640	1.5868
0.0264	1660	1.6244
0.0267	1680	1.6078
0.0270	1700	1.6349
0.0273	1720	1.5384
0.0276	1740	1.6558
0.0280	1760	1.5878
0.0283	1780	1.6447
0.0286	1800	1.5924
0.0289	1820	1.6568
0.0292	1840	1.5518
0.0295	1860	1.6306
0.0299	1880	1.6443
0.0302	1900	1.6304
0.0305	1920	1.5851
0.0308	1940	1.5166
0.0311	1960	1.6513
0.0314	1980	1.5754
0.0318	2000	1.5402
0.0321	2020	1.6053
0.0324	2040	1.642
0.0327	2060	1.6091
0.0330	2080	1.5758
0.0334	2100	1.5476
0.0337	2120	1.5878
0.0340	2140	1.5412
0.0343	2160	1.6441
0.0346	2180	1.6158
0.0349	2200	1.5853
0.0353	2220	1.5387
0.0356	2240	1.6281
0.0359	2260	1.6288
0.0362	2280	1.5381
0.0365	2300	1.706
0.0368	2320	1.6614
0.0372	2340	1.6049
0.0375	2360	1.5892
0.0378	2380	1.5504
0.0381	2400	1.5786
0.0384	2420	1.6446
0.0387	2440	1.5555
0.0391	2460	1.585
0.0394	2480	1.6643
0.0397	2500	1.5898
0.0400	2520	1.5862
0.0403	2540	1.6669
0.0407	2560	1.551
0.0410	2580	1.5852
0.0413	2600	1.5956
0.0416	2620	1.597
0.0419	2640	1.5736
0.0422	2660	1.6329
0.0426	2680	1.6699
0.0429	2700	1.5987
0.0432	2720	1.6057
0.0435	2740	1.5783
0.0438	2760	1.629
0.0441	2780	1.6489
0.0445	2800	1.6254
0.0448	2820	1.5836
0.0451	2840	1.6274
0.0454	2860	1.6344
0.0457	2880	1.5471
0.0461	2900	1.5419
0.0464	2920	1.5722
0.0467	2940	1.6149
0.0470	2960	1.5257
0.0473	2980	1.6006
0.0476	3000	1.618
0.0480	3020	1.6236
0.0483	3040	1.5481
0.0486	3060	1.5863
0.0489	3080	1.5236
0.0492	3100	1.5861
0.0495	3120	1.5596
0.0499	3140	1.6491
0.0502	3160	1.5865
0.0505	3180	1.5392
0.0508	3200	1.5539
0.0511	3220	1.5566
0.0515	3240	1.6679
0.0518	3260	1.5625
0.0521	3280	1.5626
0.0524	3300	1.5921
0.0527	3320	1.5527
0.0530	3340	1.615
0.0534	3360	1.5805
0.0537	3380	1.6448
0.0540	3400	1.5842
0.0543	3420	1.5878
0.0546	3440	1.5964
0.0549	3460	1.608
0.0553	3480	1.656
0.0556	3500	1.5156
0.0559	3520	1.6291
0.0562	3540	1.5727
0.0565	3560	1.5971
0.0569	3580	1.5394
0.0572	3600	1.5783
0.0575	3620	1.6096
0.0578	3640	1.5965
0.0581	3660	1.5706
0.0584	3680	1.5682
0.0588	3700	1.5494
0.0591	3720	1.5862
0.0594	3740	1.5557
0.0597	3760	1.5503
0.0600	3780	1.6106
0.0603	3800	1.6155
0.0607	3820	1.6037
0.0610	3840	1.5646
0.0613	3860	1.625
0.0616	3880	1.5985
0.0619	3900	1.5295
0.0623	3920	1.566
0.0626	3940	1.5633
0.0629	3960	1.5618
0.0632	3980	1.6679
0.0635	4000	1.6253
0.0638	4020	1.5552
0.0642	4040	1.6153
0.0645	4060	1.575
0.0648	4080	1.5836
0.0651	4100	1.6112
0.0654	4120	1.5837
0.0657	4140	1.6263
0.0661	4160	1.618
0.0664	4180	1.589
0.0667	4200	1.5486
0.0670	4220	1.5635
0.0673	4240	1.5332
0.0677	4260	1.5205
0.0680	4280	1.5743
0.0683	4300	1.6191
0.0686	4320	1.5603
0.0689	4340	1.565
0.0692	4360	1.599
0.0696	4380	1.4867
0.0699	4400	1.5689
0.0702	4420	1.5499
0.0705	4440	1.5865
0.0708	4460	1.5835
0.0711	4480	1.6457
0.0715	4500	1.6171
0.0718	4520	1.5346
0.0721	4540	1.5877
0.0724	4560	1.6311
0.0727	4580	1.5536
0.0731	4600	1.6242
0.0734	4620	1.6221
0.0737	4640	1.5854
0.0740	4660	1.5625
0.0743	4680	1.6243
0.0746	4700	1.5048
0.0750	4720	1.5774
0.0753	4740	1.5185
0.0756	4760	1.5572
0.0759	4780	1.607
0.0762	4800	1.5816
0.0765	4820	1.6294
0.0769	4840	1.6007
0.0772	4860	1.6631
0.0775	4880	1.5687
0.0778	4900	1.5527
0.0781	4920	1.5871
0.0785	4940	1.5526
0.0788	4960	1.6295
0.0791	4980	1.5535
0.0794	5000	1.57
0.0797	5020	1.5797
0.0800	5040	1.593
0.0804	5060	1.5756
0.0807	5080	1.55
0.0810	5100	1.6063
0.0813	5120	1.5895
0.0816	5140	1.5913
0.0819	5160	1.5712
0.0823	5180	1.571
0.0826	5200	1.6532
0.0829	5220	1.5859
0.0832	5240	1.5161
0.0835	5260	1.6539
0.0839	5280	1.5738
0.0842	5300	1.5703
0.0845	5320	1.6364
0.0848	5340	1.6021
0.0851	5360	1.6001
0.0854	5380	1.5582
0.0858	5400	1.5868
0.0861	5420	1.533
0.0864	5440	1.552
0.0867	5460	1.5845
0.0870	5480	1.5926
0.0873	5500	1.6522
0.0877	5520	1.555
0.0880	5540	1.5427
0.0883	5560	1.6202
0.0886	5580	1.5563
0.0889	5600	1.5914
0.0893	5620	1.5908
0.0896	5640	1.5821
0.0899	5660	1.5488
0.0902	5680	1.5298
0.0905	5700	1.5617
0.0908	5720	1.475
0.0912	5740	1.6046
0.0915	5760	1.5739
0.0918	5780	1.6014
0.0921	5800	1.5987
0.0924	5820	1.563
0.0927	5840	1.5674
0.0931	5860	1.6029
0.0934	5880	1.5829
0.0937	5900	1.5037
0.0940	5920	1.5714
0.0943	5940	1.592
0.0947	5960	1.6169
0.0950	5980	1.5312
0.0953	6000	1.5643
0.0956	6020	1.6146
0.0959	6040	1.5979
0.0962	6060	1.5665
0.0966	6080	1.5873
0.0969	6100	1.5958
0.0972	6120	1.531
0.0975	6140	1.5844
0.0978	6160	1.5734
0.0981	6180	1.5893
0.0985	6200	1.5925
0.0988	6220	1.5986
0.0991	6240	1.6086
0.0994	6260	1.6041
0.0997	6280	1.6302
0.1001	6300	1.5392
0.1004	6320	1.5646
0.1007	6340	1.6024
0.1010	6360	1.5688
0.1013	6380	1.5233
0.1016	6400	1.5724
0.1020	6420	1.5578
0.1023	6440	1.6201
0.1026	6460	1.5224
0.1029	6480	1.5815
0.1032	6500	1.5615
0.1035	6520	1.5321
0.1039	6540	1.6242
0.1042	6560	1.5964
0.1045	6580	1.5352
0.1048	6600	1.6314
0.1051	6620	1.5037
0.1055	6640	1.5513
0.1058	6660	1.5669
0.1061	6680	1.6335
0.1064	6700	1.5893
0.1067	6720	1.5512
0.1070	6740	1.5647
0.1074	6760	1.5786
0.1077	6780	1.5963
0.1080	6800	1.6063
0.1083	6820	1.5877
0.1086	6840	1.5966
0.1089	6860	1.5544
0.1093	6880	1.5821
0.1096	6900	1.5582
0.1099	6920	1.5631
0.1102	6940	1.5964
0.1105	6960	1.5392
0.1108	6980	1.5835
0.1112	7000	1.5373
0.1115	7020	1.6098
0.1118	7040	1.5568
0.1121	7060	1.5881
0.1124	7080	1.5992
0.1128	7100	1.5465
0.1131	7120	1.5219
0.1134	7140	1.5999
0.1137	7160	1.5568
0.1140	7180	1.6184
0.1143	7200	1.5223
0.1147	7220	1.523
0.1150	7240	1.5495
0.1153	7260	1.6023
0.1156	7280	1.5903
0.1159	7300	1.5018
0.1162	7320	1.5081
0.1166	7340	1.573
0.1169	7360	1.5374
0.1172	7380	1.54
0.1175	7400	1.5877
0.1178	7420	1.5917
0.1182	7440	1.524
0.1185	7460	1.5546
0.1188	7480	1.5707
0.1191	7500	1.5358
0.1194	7520	1.5535
0.1197	7540	1.5702
0.1201	7560	1.5664
0.1204	7580	1.6118
0.1207	7600	1.5673
0.1210	7620	1.5847
0.1213	7640	1.5743
0.1216	7660	1.6264
0.1220	7680	1.5586
0.1223	7700	1.5399
0.1226	7720	1.6261
0.1229	7740	1.5403
0.1232	7760	1.5804
0.1236	7780	1.5377
0.1239	7800	1.5515
0.1242	7820	1.5217
0.1245	7840	1.6312
0.1248	7860	1.6341
0.1251	7880	1.5771
0.1255	7900	1.6268
0.1258	7920	1.5461
0.1261	7940	1.5973
0.1264	7960	1.5779
0.1267	7980	1.5871
0.1270	8000	1.6258
0.1274	8020	1.621
0.1277	8040	1.5649
0.1280	8060	1.5658
0.1283	8080	1.5385
0.1286	8100	1.5756
0.1290	8120	1.5793
0.1293	8140	1.563
0.1296	8160	1.6428
0.1299	8180	1.5747
0.1302	8200	1.5923
0.1305	8220	1.582
0.1309	8240	1.5438
0.1312	8260	1.6308
0.1315	8280	1.5522
0.1318	8300	1.4771
0.1321	8320	1.5555
0.1324	8340	1.5037
0.1328	8360	1.6278
0.1331	8380	1.6047
0.1334	8400	1.5458
0.1337	8420	1.5383
0.1340	8440	1.527
0.1344	8460	1.563
0.1347	8480	1.6006
0.1350	8500	1.576
0.1353	8520	1.6241
0.1356	8540	1.589
0.1359	8560	1.6298
0.1363	8580	1.5833
0.1366	8600	1.5257
0.1369	8620	1.6001
0.1372	8640	1.5911
0.1375	8660	1.5956
0.1378	8680	1.6537
0.1382	8700	1.6345
0.1385	8720	1.5664
0.1388	8740	1.5379
0.1391	8760	1.5177
0.1394	8780	1.6055
0.1398	8800	1.5862
0.1401	8820	1.5175
0.1404	8840	1.5556
0.1407	8860	1.5754
0.1410	8880	1.5514
0.1413	8900	1.5314
0.1417	8920	1.5797
0.1420	8940	1.5219
0.1423	8960	1.5672
0.1426	8980	1.576
0.1429	9000	1.5068
0.1432	9020	1.5747
0.1436	9040	1.5837
0.1439	9060	1.551
0.1442	9080	1.5521
0.1445	9100	1.5135
0.1448	9120	1.6073
0.1452	9140	1.5715
0.1455	9160	1.5434
0.1458	9180	1.5606
0.1461	9200	1.5395
0.1464	9220	1.4894
0.1467	9240	1.5733
0.1471	9260	1.5686
0.1474	9280	1.5934
0.1477	9300	1.5859
0.1480	9320	1.4906
0.1483	9340	1.5143
0.1486	9360	1.5622
0.1490	9380	1.5274
0.1493	9400	1.563
0.1496	9420	1.6135
0.1499	9440	1.5993
0.1502	9460	1.5954
0.1506	9480	1.4972
0.1509	9500	1.5529
0.1512	9520	1.5626
0.1515	9540	1.5873
0.1518	9560	1.5758
0.1521	9580	1.5152
0.1525	9600	1.5291
0.1528	9620	1.5364
0.1531	9640	1.5712
0.1534	9660	1.5743
0.1537	9680	1.5683
0.1540	9700	1.5666
0.1544	9720	1.4867
0.1547	9740	1.6162
0.1550	9760	1.5828
0.1553	9780	1.5606
0.1556	9800	1.6146
0.1560	9820	1.5562
0.1563	9840	1.596
0.1566	9860	1.606
0.1569	9880	1.5908
0.1572	9900	1.5767
0.1575	9920	1.6038
0.1579	9940	1.5299
0.1582	9960	1.5536
0.1585	9980	1.5871
0.1588	10000	1.595
0.1591	10020	1.5824
0.1594	10040	1.5708
0.1598	10060	1.5545
0.1601	10080	1.5479
0.1604	10100	1.5916
0.1607	10120	1.5451
0.1610	10140	1.5319
0.1614	10160	1.5951
0.1617	10180	1.5825
0.1620	10200	1.5697
0.1623	10220	1.5533
0.1626	10240	1.5911
0.1629	10260	1.5763
0.1633	10280	1.6058
0.1636	10300	1.5564
0.1639	10320	1.5277
0.1642	10340	1.5597
0.1645	10360	1.634
0.1648	10380	1.5761
0.1652	10400	1.5821
0.1655	10420	1.6353
0.1658	10440	1.5497
0.1661	10460	1.5351
0.1664	10480	1.5271
0.1668	10500	1.5834
0.1671	10520	1.5713
0.1674	10540	1.5706
0.1677	10560	1.5587
0.1680	10580	1.5652
0.1683	10600	1.5758
0.1687	10620	1.6057
0.1690	10640	1.6306
0.1693	10660	1.5285
0.1696	10680	1.5286
0.1699	10700	1.5576
0.1702	10720	1.588
0.1706	10740	1.5578
0.1709	10760	1.6125
0.1712	10780	1.5708
0.1715	10800	1.5664
0.1718	10820	1.5206
0.1722	10840	1.5928
0.1725	10860	1.5499
0.1728	10880	1.5128
0.1731	10900	1.5596
0.1734	10920	1.5492
0.1737	10940	1.5769
0.1741	10960	1.5472
0.1744	10980	1.5688
0.1747	11000	1.5424
0.1750	11020	1.5582
0.1753	11040	1.5816
0.1756	11060	1.5474
0.1760	11080	1.5554
0.1763	11100	1.5511
0.1766	11120	1.5297
0.1769	11140	1.6012
0.1772	11160	1.508
0.1776	11180	1.5682
0.1779	11200	1.601
0.1782	11220	1.5927
0.1785	11240	1.5504
0.1788	11260	1.6033
0.1791	11280	1.5757
0.1795	11300	1.5842
0.1798	11320	1.5855
0.1801	11340	1.5493
0.1804	11360	1.5638
0.1807	11380	1.5834
0.1810	11400	1.6085
0.1814	11420	1.6101
0.1817	11440	1.5871
0.1820	11460	1.5694
0.1823	11480	1.5917
0.1826	11500	1.5917
0.1830	11520	1.6032
0.1833	11540	1.572
0.1836	11560	1.5464
0.1839	11580	1.5651
0.1842	11600	1.6367
0.1845	11620	1.5418
0.1849	11640	1.5361
0.1852	11660	1.5705
0.1855	11680	1.5745
0.1858	11700	1.5968
0.1861	11720	1.5267
0.1864	11740	1.547
0.1868	11760	1.5728
0.1871	11780	1.5423
0.1874	11800	1.5539
0.1877	11820	1.5573
0.1880	11840	1.5531
0.1883	11860	1.5556
0.1887	11880	1.495
0.1890	11900	1.5998
0.1893	11920	1.5539
0.1896	11940	1.5645
0.1899	11960	1.6196
0.1903	11980	1.5871
0.1906	12000	1.6284
0.1909	12020	1.6167
0.1912	12040	1.5783
0.1915	12060	1.5641
0.1918	12080	1.5367
0.1922	12100	1.5944
0.1925	12120	1.573
0.1928	12140	1.6104
0.1931	12160	1.4734
0.1934	12180	1.5554
0.1937	12200	1.5611
0.1941	12220	1.5313
0.1944	12240	1.5616
0.1947	12260	1.5612
0.1950	12280	1.5915
0.1953	12300	1.5824
0.1957	12320	1.6305
0.1960	12340	1.6232
0.1963	12360	1.5321
0.1966	12380	1.611
0.1969	12400	1.6022
0.1972	12420	1.5064
0.1976	12440	1.5493
0.1979	12460	1.5124
0.1982	12480	1.5593
0.1985	12500	1.5292
0.1988	12520	1.5406
0.1991	12540	1.5713
0.1995	12560	1.5006
0.1998	12580	1.5712
0.2001	12600	1.5627
0.2004	12620	1.5826
0.2007	12640	1.51
0.2011	12660	1.535
0.2014	12680	1.566
0.2017	12700	1.4858
0.2020	12720	1.6268
0.2023	12740	1.6161
0.2026	12760	1.5608
0.2030	12780	1.561
0.2033	12800	1.5873
0.2036	12820	1.6106
0.2039	12840	1.5847
0.2042	12860	1.5896
0.2045	12880	1.6021
0.2049	12900	1.5694
0.2052	12920	1.5975
0.2055	12940	1.561
0.2058	12960	1.5284
0.2061	12980	1.5715
0.2065	13000	1.5559
0.2068	13020	1.5917
0.2071	13040	1.5387
0.2074	13060	1.5666
0.2077	13080	1.5868
0.2080	13100	1.6392
0.2084	13120	1.5874
0.2087	13140	1.5495
0.2090	13160	1.6237
0.2093	13180	1.535
0.2096	13200	1.5729
0.2099	13220	1.5696
0.2103	13240	1.5624
0.2106	13260	1.5291
0.2109	13280	1.5637
0.2112	13300	1.5973
0.2115	13320	1.529
0.2119	13340	1.5559
0.2122	13360	1.5508
0.2125	13380	1.6262
0.2128	13400	1.6134
0.2131	13420	1.5346
0.2134	13440	1.5477
0.2138	13460	1.5751
0.2141	13480	1.6162
0.2144	13500	1.5413
0.2147	13520	1.5939
0.2150	13540	1.5859
0.2153	13560	1.5724
0.2157	13580	1.5228
0.2160	13600	1.515
0.2163	13620	1.5706
0.2166	13640	1.6022
0.2169	13660	1.5501
0.2173	13680	1.5392
0.2176	13700	1.5695
0.2179	13720	1.5735
0.2182	13740	1.6178
0.2185	13760	1.5583
0.2188	13780	1.6124
0.2192	13800	1.5566
0.2195	13820	1.5846
0.2198	13840	1.5503
0.2201	13860	1.5069
0.2204	13880	1.5305
0.2207	13900	1.5647
0.2211	13920	1.5834
0.2214	13940	1.4892
0.2217	13960	1.5767
0.2220	13980	1.562
0.2223	14000	1.5304
0.2227	14020	1.5292
0.2230	14040	1.5447
0.2233	14060	1.478
0.2236	14080	1.5831
0.2239	14100	1.5687
0.2242	14120	1.5951
0.2246	14140	1.5552
0.2249	14160	1.5666
0.2252	14180	1.4914
0.2255	14200	1.5519
0.2258	14220	1.5201
0.2261	14240	1.5507
0.2265	14260	1.6012
0.2268	14280	1.5685
0.2271	14300	1.5558
0.2274	14320	1.5795
0.2277	14340	1.503
0.2281	14360	1.5489
0.2284	14380	1.5873
0.2287	14400	1.5509
0.2290	14420	1.5174
0.2293	14440	1.6327
0.2296	14460	1.5467
0.2300	14480	1.5598
0.2303	14500	1.5975
0.2306	14520	1.5695
0.2309	14540	1.5993
0.2312	14560	1.5541
0.2315	14580	1.5473
0.2319	14600	1.5956
0.2322	14620	1.583
0.2325	14640	1.5727
0.2328	14660	1.5491
0.2331	14680	1.5991
0.2335	14700	1.5408
0.2338	14720	1.6501
0.2341	14740	1.5779
0.2344	14760	1.5174
0.2347	14780	1.4523
0.2350	14800	1.5394
0.2354	14820	1.5142
0.2357	14840	1.5039
0.2360	14860	1.6063
0.2363	14880	1.5589
0.2366	14900	1.5767
0.2369	14920	1.5481
0.2373	14940	1.5501
0.2376	14960	1.5635
0.2379	14980	1.5963
0.2382	15000	1.5776
0.2385	15020	1.5795
0.2389	15040	1.5508
0.2392	15060	1.545
0.2395	15080	1.5066
0.2398	15100	1.513
0.2401	15120	1.5557
0.2404	15140	1.607
0.2408	15160	1.5766
0.2411	15180	1.5042
0.2414	15200	1.6128
0.2417	15220	1.5693
0.2420	15240	1.5663
0.2423	15260	1.5852
0.2427	15280	1.5471
0.2430	15300	1.5901
0.2433	15320	1.5737
0.2436	15340	1.6142
0.2439	15360	1.5661
0.2443	15380	1.6169
0.2446	15400	1.5644
0.2449	15420	1.602
0.2452	15440	1.6237
0.2455	15460	1.5261
0.2458	15480	1.5101
0.2462	15500	1.5413
0.2465	15520	1.5487
0.2468	15540	1.5451
0.2471	15560	1.5193
0.2474	15580	1.5427
0.2477	15600	1.5999
0.2481	15620	1.5813
0.2484	15640	1.6057
0.2487	15660	1.5749
0.2490	15680	1.5666
0.2493	15700	1.5564
0.2497	15720	1.5825
0.2500	15740	1.5472
0.2503	15760	1.5707
0.2506	15780	1.6243
0.2509	15800	1.5737
0.2512	15820	1.4916
0.2516	15840	1.5408
0.2519	15860	1.5131
0.2522	15880	1.5709
0.2525	15900	1.5138
0.2528	15920	1.6086
0.2531	15940	1.5301
0.2535	15960	1.5645
0.2538	15980	1.5785
0.2541	16000	1.5555
0.2544	16020	1.5756
0.2547	16040	1.5779
0.2551	16060	1.5486
0.2554	16080	1.4978
0.2557	16100	1.5523
0.2560	16120	1.6292
0.2563	16140	1.541
0.2566	16160	1.5507
0.2570	16180	1.5656
0.2573	16200	1.5531
0.2576	16220	1.5136
0.2579	16240	1.5117
0.2582	16260	1.5857
0.2585	16280	1.5225
0.2589	16300	1.5111
0.2592	16320	1.5852
0.2595	16340	1.5305
0.2598	16360	1.5317
0.2601	16380	1.5779
0.2604	16400	1.5284
0.2608	16420	1.5596
0.2611	16440	1.5398
0.2614	16460	1.5328
0.2617	16480	1.5057
0.2620	16500	1.5989
0.2624	16520	1.5757
0.2627	16540	1.547
0.2630	16560	1.5481
0.2633	16580	1.5713
0.2636	16600	1.5939
0.2639	16620	1.5605
0.2643	16640	1.563
0.2646	16660	1.587
0.2649	16680	1.6241
0.2652	16700	1.5493
0.2655	16720	1.5266
0.2658	16740	1.5205
0.2662	16760	1.5343
0.2665	16780	1.6545
0.2668	16800	1.5722
0.2671	16820	1.5725
0.2674	16840	1.53
0.2678	16860	1.5597
0.2681	16880	1.5552
0.2684	16900	1.5502
0.2687	16920	1.496
0.2690	16940	1.5458
0.2693	16960	1.548
0.2697	16980	1.5534
0.2700	17000	1.5331
0.2703	17020	1.543
0.2706	17040	1.5676
0.2709	17060	1.4939
0.2712	17080	1.6237
0.2716	17100	1.5597
0.2719	17120	1.5373
0.2722	17140	1.6248
0.2725	17160	1.5631
0.2728	17180	1.516
0.2732	17200	1.4957
0.2735	17220	1.5515
0.2738	17240	1.5631
0.2741	17260	1.6025
0.2744	17280	1.521
0.2747	17300	1.5402
0.2751	17320	1.5155
0.2754	17340	1.565
0.2757	17360	1.5966
0.2760	17380	1.5444
0.2763	17400	1.4917
0.2766	17420	1.5715
0.2770	17440	1.5838
0.2773	17460	1.5648
0.2776	17480	1.5574
0.2779	17500	1.55
0.2782	17520	1.6137
0.2786	17540	1.5756
0.2789	17560	1.5073
0.2792	17580	1.6175
0.2795	17600	1.5269
0.2798	17620	1.6127
0.2801	17640	1.5301
0.2805	17660	1.5618
0.2808	17680	1.5182
0.2811	17700	1.5033
0.2814	17720	1.578
0.2817	17740	1.5511
0.2820	17760	1.5577
0.2824	17780	1.5903
0.2827	17800	1.5494
0.2830	17820	1.4942
0.2833	17840	1.5799
0.2836	17860	1.571
0.2840	17880	1.6143
0.2843	17900	1.5295
0.2846	17920	1.5107
0.2849	17940	1.5589
0.2852	17960	1.5389
0.2855	17980	1.5499
0.2859	18000	1.5587
0.2862	18020	1.4966
0.2865	18040	1.5546
0.2868	18060	1.5454
0.2871	18080	1.5805
0.2874	18100	1.5434
0.2878	18120	1.5236
0.2881	18140	1.5731
0.2884	18160	1.5532
0.2887	18180	1.5244
0.2890	18200	1.5567
0.2894	18220	1.53
0.2897	18240	1.4971
0.2900	18260	1.5633
0.2903	18280	1.6509
0.2906	18300	1.5443
0.2909	18320	1.572
0.2913	18340	1.56
0.2916	18360	1.5299
0.2919	18380	1.6132
0.2922	18400	1.5651
0.2925	18420	1.5315
0.2928	18440	1.533
0.2932	18460	1.4983
0.2935	18480	1.5315
0.2938	18500	1.5243
0.2941	18520	1.6233
0.2944	18540	1.5457
0.2948	18560	1.5338
0.2951	18580	1.5273
0.2954	18600	1.5942
0.2957	18620	1.5514
0.2960	18640	1.5227
0.2963	18660	1.4854
0.2967	18680	1.5545
0.2970	18700	1.5599
0.2973	18720	1.5815
0.2976	18740	1.5529
0.2979	18760	1.6065
0.2982	18780	1.547
0.2986	18800	1.5705
0.2989	18820	1.536
0.2992	18840	1.5395
0.2995	18860	1.5353
0.2998	18880	1.5295
0.3002	18900	1.5892
0.3005	18920	1.5649
0.3008	18940	1.5732
0.3011	18960	1.6193
0.3014	18980	1.6025
0.3017	19000	1.535
0.3021	19020	1.5081
0.3024	19040	1.5896
0.3027	19060	1.5847
0.3030	19080	1.5145
0.3033	19100	1.5076
0.3036	19120	1.5491
0.3040	19140	1.5579
0.3043	19160	1.5291
0.3046	19180	1.5823
0.3049	19200	1.5595
0.3052	19220	1.5732
0.3056	19240	1.5466
0.3059	19260	1.5994
0.3062	19280	1.5194
0.3065	19300	1.6146
0.3068	19320	1.5524
0.3071	19340	1.599
0.3075	19360	1.5333
0.3078	19380	1.5948
0.3081	19400	1.543
0.3084	19420	1.561
0.3087	19440	1.5534
0.3090	19460	1.5074
0.3094	19480	1.519
0.3097	19500	1.5799
0.3100	19520	1.5649
0.3103	19540	1.6039
0.3106	19560	1.6282
0.3110	19580	1.5444
0.3113	19600	1.4915
0.3116	19620	1.5366
0.3119	19640	1.5511
0.3122	19660	1.5453
0.3125	19680	1.5448
0.3129	19700	1.5632
0.3132	19720	1.5893
0.3135	19740	1.6261
0.3138	19760	1.5349
0.3141	19780	1.5655
0.3144	19800	1.5333
0.3148	19820	1.4907
0.3151	19840	1.5688
0.3154	19860	1.5217
0.3157	19880	1.5111
0.3160	19900	1.6218
0.3164	19920	1.5413
0.3167	19940	1.5772
0.3170	19960	1.5574
0.3173	19980	1.555
0.3176	20000	1.4919
0.3179	20020	1.5063
0.3183	20040	1.5581
0.3186	20060	1.4793
0.3189	20080	1.5611
0.3192	20100	1.5836
0.3195	20120	1.5696
0.3198	20140	1.5015
0.3202	20160	1.5118
0.3205	20180	1.5013
0.3208	20200	1.5929
0.3211	20220	1.5555
0.3214	20240	1.6023
0.3218	20260	1.5559
0.3221	20280	1.5298
0.3224	20300	1.4661
0.3227	20320	1.5766
0.3230	20340	1.5504
0.3233	20360	1.5416
0.3237	20380	1.5528
0.3240	20400	1.6166
0.3243	20420	1.5216
0.3246	20440	1.5639
0.3249	20460	1.5746
0.3252	20480	1.5562
0.3256	20500	1.4924
0.3259	20520	1.5847
0.3262	20540	1.5897
0.3265	20560	1.5174
0.3268	20580	1.586
0.3272	20600	1.5354
0.3275	20620	1.5342
0.3278	20640	1.5501
0.3281	20660	1.5957
0.3284	20680	1.5416
0.3287	20700	1.5626
0.3291	20720	1.5399
0.3294	20740	1.5418
0.3297	20760	1.5329
0.3300	20780	1.6208
0.3303	20800	1.5815
0.3306	20820	1.5574
0.3310	20840	1.5653
0.3313	20860	1.5709
0.3316	20880	1.5497
0.3319	20900	1.6091
0.3322	20920	1.5693
0.3325	20940	1.571
0.3329	20960	1.5927
0.3332	20980	1.6259
0.3335	21000	1.5117
0.3338	21020	1.5924
0.3341	21040	1.555
0.3345	21060	1.5369
0.3348	21080	1.5931
0.3351	21100	1.5356
0.3354	21120	1.5719
0.3357	21140	1.611
0.3360	21160	1.5483
0.3364	21180	1.5271
0.3367	21200	1.5528
0.3370	21220	1.5326
0.3373	21240	1.5804
0.3376	21260	1.5784
0.3379	21280	1.5853
0.3383	21300	1.5642
0.3386	21320	1.5755
0.3389	21340	1.4835
0.3392	21360	1.5253
0.3395	21380	1.5437
0.3399	21400	1.54
0.3402	21420	1.5866
0.3405	21440	1.56
0.3408	21460	1.5625
0.3411	21480	1.5691
0.3414	21500	1.5579
0.3418	21520	1.5463
0.3421	21540	1.5808
0.3424	21560	1.5413
0.3427	21580	1.4722
0.3430	21600	1.5252
0.3433	21620	1.5648
0.3437	21640	1.5366
0.3440	21660	1.5855
0.3443	21680	1.626
0.3446	21700	1.5333
0.3449	21720	1.6177
0.3453	21740	1.5024
0.3456	21760	1.5583
0.3459	21780	1.5887
0.3462	21800	1.5811
0.3465	21820	1.619
0.3468	21840	1.5576
0.3472	21860	1.5798
0.3475	21880	1.5467
0.3478	21900	1.5507
0.3481	21920	1.5544
0.3484	21940	1.5595
0.3487	21960	1.5528
0.3491	21980	1.6011
0.3494	22000	1.6243
0.3497	22020	1.6094
0.3500	22040	1.6257
0.3503	22060	1.5089
0.3507	22080	1.533
0.3510	22100	1.544
0.3513	22120	1.5358
0.3516	22140	1.6068
0.3519	22160	1.5692
0.3522	22180	1.5775
0.3526	22200	1.5074
0.3529	22220	1.5972
0.3532	22240	1.5634
0.3535	22260	1.5486
0.3538	22280	1.5843
0.3541	22300	1.5133
0.3545	22320	1.5445
0.3548	22340	1.6085
0.3551	22360	1.5105
0.3554	22380	1.539
0.3557	22400	1.5486
0.3561	22420	1.6349
0.3564	22440	1.5083
0.3567	22460	1.5941
0.3570	22480	1.5858
0.3573	22500	1.5865
0.3576	22520	1.6219
0.3580	22540	1.5042
0.3583	22560	1.6086
0.3586	22580	1.5153
0.3589	22600	1.5479
0.3592	22620	1.578
0.3595	22640	1.4766
0.3599	22660	1.5053
0.3602	22680	1.5395
0.3605	22700	1.5671
0.3608	22720	1.5387
0.3611	22740	1.6501
0.3615	22760	1.5035
0.3618	22780	1.5884
0.3621	22800	1.5681
0.3624	22820	1.5915
0.3627	22840	1.6167
0.3630	22860	1.6176
0.3634	22880	1.6135
0.3637	22900	1.5733
0.3640	22920	1.5642
0.3643	22940	1.5586
0.3646	22960	1.541
0.3649	22980	1.5044
0.3653	23000	1.5655
0.3656	23020	1.5798
0.3659	23040	1.5398
0.3662	23060	1.5798
0.3665	23080	1.562
0.3669	23100	1.5753
0.3672	23120	1.5625
0.3675	23140	1.5434
0.3678	23160	1.5715
0.3681	23180	1.4711
0.3684	23200	1.6299
0.3688	23220	1.5244
0.3691	23240	1.4867
0.3694	23260	1.5476
0.3697	23280	1.5487
0.3700	23300	1.5888
0.3703	23320	1.5039
0.3707	23340	1.5621
0.3710	23360	1.5352
0.3713	23380	1.5366
0.3716	23400	1.5858
0.3719	23420	1.5639
0.3723	23440	1.5333
0.3726	23460	1.5739
0.3729	23480	1.569
0.3732	23500	1.5593
0.3735	23520	1.5885
0.3738	23540	1.5206
0.3742	23560	1.5407
0.3745	23580	1.6605
0.3748	23600	1.6045
0.3751	23620	1.5247
0.3754	23640	1.5214
0.3757	23660	1.5706
0.3761	23680	1.5089
0.3764	23700	1.634
0.3767	23720	1.561
0.3770	23740	1.5456
0.3773	23760	1.5342
0.3777	23780	1.558
0.3780	23800	1.5563
0.3783	23820	1.5306
0.3786	23840	1.6197
0.3789	23860	1.5706
0.3792	23880	1.6093
0.3796	23900	1.568
0.3799	23920	1.5441
0.3802	23940	1.6197
0.3805	23960	1.6465
0.3808	23980	1.5364
0.3811	24000	1.5756
0.3815	24020	1.5607
0.3818	24040	1.58
0.3821	24060	1.5629
0.3824	24080	1.5799
0.3827	24100	1.6016
0.3831	24120	1.5919
0.3834	24140	1.5321
0.3837	24160	1.5819
0.3840	24180	1.5217
0.3843	24200	1.5813
0.3846	24220	1.5311
0.3850	24240	1.6133
0.3853	24260	1.5539
0.3856	24280	1.5821
0.3859	24300	1.5364
0.3862	24320	1.5892
0.3865	24340	1.5797
0.3869	24360	1.5788
0.3872	24380	1.5379
0.3875	24400	1.5961
0.3878	24420	1.5352
0.3881	24440	1.5852
0.3885	24460	1.5859
0.3888	24480	1.5255
0.3891	24500	1.4809
0.3894	24520	1.5735
0.3897	24540	1.5271
0.3900	24560	1.5595
0.3904	24580	1.5945
0.3907	24600	1.5855
0.3910	24620	1.5775
0.3913	24640	1.564
0.3916	24660	1.5611
0.3919	24680	1.5253
0.3923	24700	1.5183
0.3926	24720	1.5936
0.3929	24740	1.6081
0.3932	24760	1.5537
0.3935	24780	1.5632
0.3939	24800	1.5559
0.3942	24820	1.5643
0.3945	24840	1.5319
0.3948	24860	1.5601
0.3951	24880	1.5355
0.3954	24900	1.6088
0.3958	24920	1.5423
0.3961	24940	1.55
0.3964	24960	1.5862
0.3967	24980	1.5394
0.3970	25000	1.6194
0.3973	25020	1.5549
0.3977	25040	1.56
0.3980	25060	1.5509
0.3983	25080	1.62
0.3986	25100	1.4864
0.3989	25120	1.5434
0.3993	25140	1.5488
0.3996	25160	1.5355
0.3999	25180	1.54
0.4002	25200	1.5971
0.4005	25220	1.5559
0.4008	25240	1.5576
0.4012	25260	1.5669
0.4015	25280	1.6049
0.4018	25300	1.5677
0.4021	25320	1.5301
0.4024	25340	1.5791
0.4027	25360	1.5653
0.4031	25380	1.5346
0.4034	25400	1.5658
0.4037	25420	1.5743
0.4040	25440	1.5572
0.4043	25460	1.5855
0.4046	25480	1.5067
0.4050	25500	1.5946
0.4053	25520	1.5807
0.4056	25540	1.5694
0.4059	25560	1.5366
0.4062	25580	1.5638
0.4066	25600	1.5546
0.4069	25620	1.4863
0.4072	25640	1.5454
0.4075	25660	1.5598
0.4078	25680	1.5769
0.4081	25700	1.5489
0.4085	25720	1.4978
0.4088	25740	1.5789
0.4091	25760	1.577
0.4094	25780	1.5199
0.4097	25800	1.6551
0.4100	25820	1.6014
0.4104	25840	1.5209
0.4107	25860	1.5121
0.4110	25880	1.6287
0.4113	25900	1.5144
0.4116	25920	1.5569
0.4120	25940	1.5618
0.4123	25960	1.5947
0.4126	25980	1.5796
0.4129	26000	1.5306
0.4132	26020	1.5753
0.4135	26040	1.5642
0.4139	26060	1.5842
0.4142	26080	1.5382
0.4145	26100	1.5291
0.4148	26120	1.4718
0.4151	26140	1.511
0.4154	26160	1.6291
0.4158	26180	1.552
0.4161	26200	1.5541
0.4164	26220	1.6014
0.4167	26240	1.5177
0.4170	26260	1.482
0.4174	26280	1.564
0.4177	26300	1.5176
0.4180	26320	1.5461
0.4183	26340	1.6048
0.4186	26360	1.5697
0.4189	26380	1.5598
0.4193	26400	1.594
0.4196	26420	1.5766
0.4199	26440	1.542
0.4202	26460	1.5461
0.4205	26480	1.4601
0.4208	26500	1.5521
0.4212	26520	1.568
0.4215	26540	1.639
0.4218	26560	1.5396
0.4221	26580	1.5519
0.4224	26600	1.5452
0.4228	26620	1.582
0.4231	26640	1.5121
0.4234	26660	1.5818
0.4237	26680	1.5289
0.4240	26700	1.5322
0.4243	26720	1.5428
0.4247	26740	1.5444
0.4250	26760	1.515
0.4253	26780	1.5864
0.4256	26800	1.5131
0.4259	26820	1.567
0.4262	26840	1.5413
0.4266	26860	1.5058
0.4269	26880	1.5852
0.4272	26900	1.5843
0.4275	26920	1.5502
0.4278	26940	1.5871
0.4282	26960	1.5922
0.4285	26980	1.5244
0.4288	27000	1.581
0.4291	27020	1.6085
0.4294	27040	1.5743
0.4297	27060	1.5221
0.4301	27080	1.5614
0.4304	27100	1.5869
0.4307	27120	1.5639
0.4310	27140	1.5353
0.4313	27160	1.5657
0.4316	27180	1.5759
0.4320	27200	1.4585
0.4323	27220	1.507
0.4326	27240	1.5496
0.4329	27260	1.5223
0.4332	27280	1.5805
0.4336	27300	1.561
0.4339	27320	1.5708
0.4342	27340	1.541
0.4345	27360	1.5823
0.4348	27380	1.4976
0.4351	27400	1.4751
0.4355	27420	1.5494
0.4358	27440	1.4984
0.4361	27460	1.5726
0.4364	27480	1.6063
0.4367	27500	1.5685
0.4370	27520	1.557
0.4374	27540	1.5159
0.4377	27560	1.5273
0.4380	27580	1.5708
0.4383	27600	1.5336
0.4386	27620	1.5348
0.4390	27640	1.5656
0.4393	27660	1.4964
0.4396	27680	1.6004
0.4399	27700	1.5941
0.4402	27720	1.4987
0.4405	27740	1.4989
0.4409	27760	1.5602
0.4412	27780	1.5768
0.4415	27800	1.6012
0.4418	27820	1.561
0.4421	27840	1.5197
0.4424	27860	1.5309
0.4428	27880	1.5892
0.4431	27900	1.5635
0.4434	27920	1.5947
0.4437	27940	1.5723
0.4440	27960	1.5531
0.4444	27980	1.5434
0.4447	28000	1.5783
0.4450	28020	1.6258
0.4453	28040	1.5295
0.4456	28060	1.5507
0.4459	28080	1.4835
0.4463	28100	1.5622
0.4466	28120	1.5784
0.4469	28140	1.5112
0.4472	28160	1.5408
0.4475	28180	1.5526
0.4478	28200	1.6047
0.4482	28220	1.6179
0.4485	28240	1.5476
0.4488	28260	1.5184
0.4491	28280	1.56
0.4494	28300	1.5225
0.4498	28320	1.4864
0.4501	28340	1.5451
0.4504	28360	1.6006
0.4507	28380	1.5926
0.4510	28400	1.5498
0.4513	28420	1.4952
0.4517	28440	1.5841
0.4520	28460	1.5365
0.4523	28480	1.6297
0.4526	28500	1.5377
0.4529	28520	1.5354
0.4532	28540	1.5976
0.4536	28560	1.6101
0.4539	28580	1.5895
0.4542	28600	1.5532
0.4545	28620	1.5485
0.4548	28640	1.5245
0.4552	28660	1.5738
0.4555	28680	1.553
0.4558	28700	1.5401
0.4561	28720	1.5802
0.4564	28740	1.526
0.4567	28760	1.5393
0.4571	28780	1.5943
0.4574	28800	1.5233
0.4577	28820	1.5601
0.4580	28840	1.5872
0.4583	28860	1.5497
0.4586	28880	1.5023
0.4590	28900	1.5843
0.4593	28920	1.521
0.4596	28940	1.5354
0.4599	28960	1.5528
0.4602	28980	1.5407
0.4606	29000	1.546
0.4609	29020	1.5062
0.4612	29040	1.5603
0.4615	29060	1.5664
0.4618	29080	1.571
0.4621	29100	1.5014
0.4625	29120	1.5753
0.4628	29140	1.4785
0.4631	29160	1.5305
0.4634	29180	1.5122
0.4637	29200	1.5424
0.4640	29220	1.5857
0.4644	29240	1.5479
0.4647	29260	1.5715
0.4650	29280	1.4932
0.4653	29300	1.5227
0.4656	29320	1.5276
0.4660	29340	1.6282
0.4663	29360	1.5306
0.4666	29380	1.5186
0.4669	29400	1.543
0.4672	29420	1.5744
0.4675	29440	1.5748
0.4679	29460	1.577
0.4682	29480	1.645
0.4685	29500	1.5896
0.4688	29520	1.5923
0.4691	29540	1.6127
0.4694	29560	1.6217
0.4698	29580	1.5736
0.4701	29600	1.5556
0.4704	29620	1.5429
0.4707	29640	1.5478
0.4710	29660	1.5651
0.4714	29680	1.5953
0.4717	29700	1.5909
0.4720	29720	1.5414
0.4723	29740	1.5483
0.4726	29760	1.5635
0.4729	29780	1.4939
0.4733	29800	1.5564
0.4736	29820	1.5507
0.4739	29840	1.518
0.4742	29860	1.4568
0.4745	29880	1.4969
0.4748	29900	1.559
0.4752	29920	1.5011
0.4755	29940	1.544
0.4758	29960	1.5936
0.4761	29980	1.5595
0.4764	30000	1.5549
0.4768	30020	1.518
0.4771	30040	1.604
0.4774	30060	1.5197
0.4777	30080	1.5814
0.4780	30100	1.5577
0.4783	30120	1.5352
0.4787	30140	1.5643
0.4790	30160	1.5575
0.4793	30180	1.4865
0.4796	30200	1.5322
0.4799	30220	1.5624
0.4802	30240	1.525
0.4806	30260	1.53
0.4809	30280	1.5723
0.4812	30300	1.5631
0.4815	30320	1.5497
0.4818	30340	1.578
0.4821	30360	1.5427
0.4825	30380	1.5623
0.4828	30400	1.6009
0.4831	30420	1.5261
0.4834	30440	1.5342
0.4837	30460	1.5295
0.4841	30480	1.5837
0.4844	30500	1.5429
0.4847	30520	1.5249
0.4850	30540	1.5981
0.4853	30560	1.5371
0.4856	30580	1.5136
0.4860	30600	1.5514
0.4863	30620	1.5313
0.4866	30640	1.5662
0.4869	30660	1.5825
0.4872	30680	1.5774
0.4875	30700	1.5472
0.4879	30720	1.5826
0.4882	30740	1.6052
0.4885	30760	1.5462
0.4888	30780	1.5213
0.4891	30800	1.5485
0.4895	30820	1.5431
0.4898	30840	1.5383
0.4901	30860	1.5923
0.4904	30880	1.5854
0.4907	30900	1.5326
0.4910	30920	1.5277
0.4914	30940	1.5319
0.4917	30960	1.5654
0.4920	30980	1.5807
0.4923	31000	1.5733
0.4926	31020	1.5258
0.4929	31040	1.5881
0.4933	31060	1.5341
0.4936	31080	1.5147
0.4939	31100	1.5788
0.4942	31120	1.544
0.4945	31140	1.5398
0.4949	31160	1.5452
0.4952	31180	1.5649
0.4955	31200	1.5701
0.4958	31220	1.6435
0.4961	31240	1.5578
0.4964	31260	1.581
0.4968	31280	1.5761
0.4971	31300	1.5698
0.4974	31320	1.5524
0.4977	31340	1.6411
0.4980	31360	1.5571
0.4983	31380	1.5182
0.4987	31400	1.5724
0.4990	31420	1.5897
0.4993	31440	1.5328
0.4996	31460	1.5193
0.4999	31480	1.5639
0.5003	31500	1.5773
0.5006	31520	1.5239
0.5009	31540	1.5362
0.5012	31560	1.5846
0.5015	31580	1.5827
0.5018	31600	1.6221
0.5022	31620	1.5286
0.5025	31640	1.6044
0.5028	31660	1.5348
0.5031	31680	1.5568
0.5034	31700	1.5598
0.5037	31720	1.5017
0.5041	31740	1.5657
0.5044	31760	1.5264
0.5047	31780	1.5624
0.5050	31800	1.5217
0.5053	31820	1.5172
0.5057	31840	1.5665
0.5060	31860	1.5476
0.5063	31880	1.5388
0.5066	31900	1.5756
0.5069	31920	1.5851
0.5072	31940	1.5118
0.5076	31960	1.6145
0.5079	31980	1.5785
0.5082	32000	1.5121
0.5085	32020	1.6112
0.5088	32040	1.5243
0.5091	32060	1.6
0.5095	32080	1.5578
0.5098	32100	1.5202
0.5101	32120	1.5614
0.5104	32140	1.556
0.5107	32160	1.5968
0.5111	32180	1.5299
0.5114	32200	1.6166
0.5117	32220	1.5658
0.5120	32240	1.5054
0.5123	32260	1.4634
0.5126	32280	1.5604
0.5130	32300	1.6055
0.5133	32320	1.5956
0.5136	32340	1.5534
0.5139	32360	1.5462
0.5142	32380	1.549
0.5145	32400	1.5551
0.5149	32420	1.5445
0.5152	32440	1.5012
0.5155	32460	1.5571
0.5158	32480	1.4908
0.5161	32500	1.5088
0.5165	32520	1.5194
0.5168	32540	1.5529
0.5171	32560	1.5657
0.5174	32580	1.5466
0.5177	32600	1.5919
0.5180	32620	1.5461
0.5184	32640	1.5623
0.5187	32660	1.5485
0.5190	32680	1.5631
0.5193	32700	1.5187
0.5196	32720	1.5068
0.5199	32740	1.4675
0.5203	32760	1.557
0.5206	32780	1.5886
0.5209	32800	1.552
0.5212	32820	1.5676
0.5215	32840	1.5179
0.5219	32860	1.5562
0.5222	32880	1.5434
0.5225	32900	1.5721
0.5228	32920	1.4981
0.5231	32940	1.5348
0.5234	32960	1.5696
0.5238	32980	1.4642
0.5241	33000	1.5558
0.5244	33020	1.5412
0.5247	33040	1.5551
0.5250	33060	1.5198
0.5253	33080	1.548
0.5257	33100	1.5597
0.5260	33120	1.5686
0.5263	33140	1.5298
0.5266	33160	1.5794
0.5269	33180	1.5213
0.5273	33200	1.5377
0.5276	33220	1.5444
0.5279	33240	1.5691
0.5282	33260	1.5122
0.5285	33280	1.574
0.5288	33300	1.529
0.5292	33320	1.5273
0.5295	33340	1.5228
0.5298	33360	1.5472
0.5301	33380	1.5668
0.5304	33400	1.5392
0.5307	33420	1.5608
0.5311	33440	1.5412
0.5314	33460	1.5987
0.5317	33480	1.5698
0.5320	33500	1.5883
0.5323	33520	1.5427
0.5327	33540	1.5727
0.5330	33560	1.5087
0.5333	33580	1.5596
0.5336	33600	1.5415
0.5339	33620	1.5466
0.5342	33640	1.5469
0.5346	33660	1.5415
0.5349	33680	1.5252
0.5352	33700	1.5742
0.5355	33720	1.5652
0.5358	33740	1.5665
0.5361	33760	1.5545
0.5365	33780	1.5229
0.5368	33800	1.5598
0.5371	33820	1.4663
0.5374	33840	1.5388
0.5377	33860	1.5865
0.5381	33880	1.4651
0.5384	33900	1.6086
0.5387	33920	1.5697
0.5390	33940	1.5483
0.5393	33960	1.5573
0.5396	33980	1.5429
0.5400	34000	1.5318
0.5403	34020	1.5328
0.5406	34040	1.5177
0.5409	34060	1.5148
0.5412	34080	1.5154
0.5415	34100	1.5248
0.5419	34120	1.5355
0.5422	34140	1.5611
0.5425	34160	1.5586
0.5428	34180	1.5656
0.5431	34200	1.5422
0.5435	34220	1.5093
0.5438	34240	1.5755
0.5441	34260	1.5792
0.5444	34280	1.5652
0.5447	34300	1.5077
0.5450	34320	1.5726
0.5454	34340	1.5502
0.5457	34360	1.5272
0.5460	34380	1.5548
0.5463	34400	1.5151
0.5466	34420	1.5744
0.5469	34440	1.5998
0.5473	34460	1.5332
0.5476	34480	1.5441
0.5479	34500	1.5431
0.5482	34520	1.5528
0.5485	34540	1.5592
0.5489	34560	1.5572
0.5492	34580	1.5364
0.5495	34600	1.5043
0.5498	34620	1.5479
0.5501	34640	1.5839
0.5504	34660	1.5523
0.5508	34680	1.5442
0.5511	34700	1.5105
0.5514	34720	1.5519
0.5517	34740	1.5378
0.5520	34760	1.5422
0.5523	34780	1.5831
0.5527	34800	1.5241
0.5530	34820	1.4792
0.5533	34840	1.5311
0.5536	34860	1.5351
0.5539	34880	1.5064
0.5542	34900	1.5676
0.5546	34920	1.5448
0.5549	34940	1.5891
0.5552	34960	1.5284
0.5555	34980	1.5964
0.5558	35000	1.5874
0.5562	35020	1.5475
0.5565	35040	1.5396
0.5568	35060	1.525
0.5571	35080	1.5057
0.5574	35100	1.5316
0.5577	35120	1.4882
0.5581	35140	1.5134
0.5584	35160	1.5847
0.5587	35180	1.5427
0.5590	35200	1.5948
0.5593	35220	1.5306
0.5596	35240	1.5555
0.5600	35260	1.5581
0.5603	35280	1.5664
0.5606	35300	1.5477
0.5609	35320	1.5698
0.5612	35340	1.5951
0.5616	35360	1.5336
0.5619	35380	1.5768
0.5622	35400	1.5827
0.5625	35420	1.6014
0.5628	35440	1.519
0.5631	35460	1.5495
0.5635	35480	1.6055
0.5638	35500	1.5474
0.5641	35520	1.5983
0.5644	35540	1.5374
0.5647	35560	1.4945
0.5650	35580	1.6555
0.5654	35600	1.5142
0.5657	35620	1.5814
0.5660	35640	1.6277
0.5663	35660	1.5146
0.5666	35680	1.498
0.5670	35700	1.5285
0.5673	35720	1.5197
0.5676	35740	1.4796
0.5679	35760	1.5759
0.5682	35780	1.5234
0.5685	35800	1.5321
0.5689	35820	1.5478
0.5692	35840	1.6459
0.5695	35860	1.5068
0.5698	35880	1.5133
0.5701	35900	1.5774
0.5704	35920	1.5585
0.5708	35940	1.4932
0.5711	35960	1.5067
0.5714	35980	1.569
0.5717	36000	1.4898
0.5720	36020	1.5421
0.5724	36040	1.5342
0.5727	36060	1.5912
0.5730	36080	1.5468
0.5733	36100	1.5121
0.5736	36120	1.5611
0.5739	36140	1.5238
0.5743	36160	1.6024
0.5746	36180	1.5291
0.5749	36200	1.5738
0.5752	36220	1.5889
0.5755	36240	1.5543
0.5758	36260	1.5142
0.5762	36280	1.5624
0.5765	36300	1.5145
0.5768	36320	1.5028
0.5771	36340	1.5697
0.5774	36360	1.5853
0.5778	36380	1.5472
0.5781	36400	1.5333
0.5784	36420	1.6234
0.5787	36440	1.5407
0.5790	36460	1.5847
0.5793	36480	1.548
0.5797	36500	1.5388
0.5800	36520	1.5465
0.5803	36540	1.523
0.5806	36560	1.5553
0.5809	36580	1.5073
0.5812	36600	1.5258
0.5816	36620	1.5811
0.5819	36640	1.5531
0.5822	36660	1.6179
0.5825	36680	1.5342
0.5828	36700	1.5365
0.5832	36720	1.5516
0.5835	36740	1.5508
0.5838	36760	1.4854
0.5841	36780	1.5486
0.5844	36800	1.5142
0.5847	36820	1.5822
0.5851	36840	1.5261
0.5854	36860	1.5807
0.5857	36880	1.5915
0.5860	36900	1.556
0.5863	36920	1.5193
0.5866	36940	1.5563
0.5870	36960	1.5701
0.5873	36980	1.5832
0.5876	37000	1.5755
0.5879	37020	1.5743
0.5882	37040	1.5467
0.5886	37060	1.6476
0.5889	37080	1.5819
0.5892	37100	1.4946
0.5895	37120	1.5823
0.5898	37140	1.4997
0.5901	37160	1.5069
0.5905	37180	1.5177
0.5908	37200	1.5348
0.5911	37220	1.542
0.5914	37240	1.5063
0.5917	37260	1.538
0.5920	37280	1.5848
0.5924	37300	1.5842
0.5927	37320	1.5668
0.5930	37340	1.5293
0.5933	37360	1.5522
0.5936	37380	1.5813
0.5940	37400	1.4934
0.5943	37420	1.5413
0.5946	37440	1.5765
0.5949	37460	1.5418
0.5952	37480	1.5658
0.5955	37500	1.5816
0.5959	37520	1.552
0.5962	37540	1.5789
0.5965	37560	1.5909
0.5968	37580	1.488
0.5971	37600	1.4787
0.5974	37620	1.5456
0.5978	37640	1.5016
0.5981	37660	1.4894
0.5984	37680	1.5954
0.5987	37700	1.5337
0.5990	37720	1.5181
0.5994	37740	1.5712
0.5997	37760	1.5773
0.6000	37780	1.4797
0.6003	37800	1.5597
0.6006	37820	1.5592
0.6009	37840	1.567
0.6013	37860	1.5679
0.6016	37880	1.5376
0.6019	37900	1.5512
0.6022	37920	1.5358
0.6025	37940	1.6203
0.6028	37960	1.5572
0.6032	37980	1.5385
0.6035	38000	1.5472
0.6038	38020	1.5882
0.6041	38040	1.5482
0.6044	38060	1.5554
0.6048	38080	1.571
0.6051	38100	1.5574
0.6054	38120	1.5194
0.6057	38140	1.5782
0.6060	38160	1.4926
0.6063	38180	1.5286
0.6067	38200	1.5044
0.6070	38220	1.5707
0.6073	38240	1.5257
0.6076	38260	1.5873
0.6079	38280	1.5311
0.6082	38300	1.5279
0.6086	38320	1.5272
0.6089	38340	1.5361
0.6092	38360	1.5429
0.6095	38380	1.5827
0.6098	38400	1.544
0.6102	38420	1.5715
0.6105	38440	1.548
0.6108	38460	1.6098
0.6111	38480	1.5495
0.6114	38500	1.6115
0.6117	38520	1.5459
0.6121	38540	1.5326
0.6124	38560	1.5192
0.6127	38580	1.6037
0.6130	38600	1.5925
0.6133	38620	1.5278
0.6136	38640	1.4818
0.6140	38660	1.6331
0.6143	38680	1.5052
0.6146	38700	1.5232
0.6149	38720	1.5379
0.6152	38740	1.551
0.6156	38760	1.518
0.6159	38780	1.5672
0.6162	38800	1.5358
0.6165	38820	1.539
0.6168	38840	1.5592
0.6171	38860	1.5491
0.6175	38880	1.5796
0.6178	38900	1.5306
0.6181	38920	1.5347
0.6184	38940	1.5527
0.6187	38960	1.5635
0.6190	38980	1.5623
0.6194	39000	1.5423
0.6197	39020	1.5033
0.6200	39040	1.5528
0.6203	39060	1.5445
0.6206	39080	1.5565
0.6210	39100	1.5447
0.6213	39120	1.5501
0.6216	39140	1.5234
0.6219	39160	1.5682
0.6222	39180	1.5639
0.6225	39200	1.5902
0.6229	39220	1.5782
0.6232	39240	1.5221
0.6235	39260	1.5533
0.6238	39280	1.5907
0.6241	39300	1.4825
0.6244	39320	1.5616
0.6248	39340	1.5762
0.6251	39360	1.5689
0.6254	39380	1.5089
0.6257	39400	1.5688
0.6260	39420	1.5968
0.6263	39440	1.5532
0.6267	39460	1.5193
0.6270	39480	1.5599
0.6273	39500	1.5777
0.6276	39520	1.6067
0.6279	39540	1.4963
0.6283	39560	1.5528
0.6286	39580	1.5833
0.6289	39600	1.5092
0.6292	39620	1.5722
0.6295	39640	1.5569
0.6298	39660	1.5628
0.6302	39680	1.5332
0.6305	39700	1.5826
0.6308	39720	1.533
0.6311	39740	1.5698
0.6314	39760	1.4688
0.6317	39780	1.5265
0.6321	39800	1.5363
0.6324	39820	1.5917
0.6327	39840	1.505
0.6330	39860	1.5546
0.6333	39880	1.5048
0.6337	39900	1.4907
0.6340	39920	1.5458
0.6343	39940	1.5426
0.6346	39960	1.5688
0.6349	39980	1.5596
0.6352	40000	1.5711
0.6356	40020	1.5651
0.6359	40040	1.5494
0.6362	40060	1.5063
0.6365	40080	1.5916
0.6368	40100	1.5633
0.6371	40120	1.5209
0.6375	40140	1.5846
0.6378	40160	1.4503
0.6381	40180	1.5626
0.6384	40200	1.5163
0.6387	40220	1.5223
0.6391	40240	1.5389
0.6394	40260	1.5464
0.6397	40280	1.4716
0.6400	40300	1.5426
0.6403	40320	1.5047
0.6406	40340	1.5605
0.6410	40360	1.5411
0.6413	40380	1.516
0.6416	40400	1.584
0.6419	40420	1.5629
0.6422	40440	1.5118
0.6425	40460	1.5793
0.6429	40480	1.5248
0.6432	40500	1.5945
0.6435	40520	1.58
0.6438	40540	1.5053
0.6441	40560	1.5834
0.6445	40580	1.5835
0.6448	40600	1.5038
0.6451	40620	1.5433
0.6454	40640	1.5369
0.6457	40660	1.527
0.6460	40680	1.5555
0.6464	40700	1.4832
0.6467	40720	1.5516
0.6470	40740	1.545
0.6473	40760	1.5366
0.6476	40780	1.527
0.6479	40800	1.5529
0.6483	40820	1.5574
0.6486	40840	1.543
0.6489	40860	1.5358
0.6492	40880	1.5542
0.6495	40900	1.5695
0.6499	40920	1.5511
0.6502	40940	1.6064
0.6505	40960	1.5736
0.6508	40980	1.4993
0.6511	41000	1.4945
0.6514	41020	1.5513
0.6518	41040	1.592
0.6521	41060	1.599
0.6524	41080	1.5762
0.6527	41100	1.5454
0.6530	41120	1.5746
0.6533	41140	1.5152
0.6537	41160	1.5644
0.6540	41180	1.5251
0.6543	41200	1.5863
0.6546	41220	1.553
0.6549	41240	1.5281
0.6553	41260	1.5842
0.6556	41280	1.5536
0.6559	41300	1.5922
0.6562	41320	1.5301
0.6565	41340	1.5308
0.6568	41360	1.4921
0.6572	41380	1.5514
0.6575	41400	1.5649
0.6578	41420	1.5704
0.6581	41440	1.5312
0.6584	41460	1.5157
0.6587	41480	1.5624
0.6591	41500	1.5367
0.6594	41520	1.5386
0.6597	41540	1.5298
0.6600	41560	1.494
0.6603	41580	1.5495
0.6607	41600	1.6039
0.6610	41620	1.464
0.6613	41640	1.5521
0.6616	41660	1.5309
0.6619	41680	1.5859
0.6622	41700	1.5201
0.6626	41720	1.5206
0.6629	41740	1.5351
0.6632	41760	1.5212
0.6635	41780	1.5697
0.6638	41800	1.5744
0.6641	41820	1.5667
0.6645	41840	1.5867
0.6648	41860	1.5785
0.6651	41880	1.5441
0.6654	41900	1.546
0.6657	41920	1.5596
0.6661	41940	1.5294
0.6664	41960	1.5297
0.6667	41980	1.5552
0.6670	42000	1.5606
0.6673	42020	1.5656
0.6676	42040	1.4926
0.6680	42060	1.5965
0.6683	42080	1.6314
0.6686	42100	1.5513
0.6689	42120	1.5634
0.6692	42140	1.5929
0.6695	42160	1.5496
0.6699	42180	1.5458
0.6702	42200	1.5008
0.6705	42220	1.5556
0.6708	42240	1.5149
0.6711	42260	1.5107
0.6715	42280	1.5235
0.6718	42300	1.5643
0.6721	42320	1.5586
0.6724	42340	1.5287
0.6727	42360	1.5535
0.6730	42380	1.4811
0.6734	42400	1.4978
0.6737	42420	1.5504
0.6740	42440	1.5245
0.6743	42460	1.6179
0.6746	42480	1.5497
0.6749	42500	1.5607
0.6753	42520	1.5189
0.6756	42540	1.4834
0.6759	42560	1.5332
0.6762	42580	1.4822
0.6765	42600	1.5852
0.6769	42620	1.6043
0.6772	42640	1.4946
0.6775	42660	1.5584
0.6778	42680	1.4612
0.6781	42700	1.5433
0.6784	42720	1.5881
0.6788	42740	1.6591
0.6791	42760	1.5403
0.6794	42780	1.5461
0.6797	42800	1.5426
0.6800	42820	1.6091
0.6803	42840	1.5687
0.6807	42860	1.5325
0.6810	42880	1.5059
0.6813	42900	1.5397
0.6816	42920	1.5064
0.6819	42940	1.5626
0.6823	42960	1.5242
0.6826	42980	1.5364
0.6829	43000	1.4973
0.6832	43020	1.518
0.6835	43040	1.6041
0.6838	43060	1.5381
0.6842	43080	1.5395
0.6845	43100	1.564
0.6848	43120	1.583
0.6851	43140	1.5214
0.6854	43160	1.5401
0.6857	43180	1.5114
0.6861	43200	1.5616
0.6864	43220	1.5274
0.6867	43240	1.5954
0.6870	43260	1.5312
0.6873	43280	1.5252
0.6877	43300	1.5767
0.6880	43320	1.5902
0.6883	43340	1.5174
0.6886	43360	1.5968
0.6889	43380	1.5428
0.6892	43400	1.5124
0.6896	43420	1.5355
0.6899	43440	1.5402
0.6902	43460	1.5208
0.6905	43480	1.6303
0.6908	43500	1.5273
0.6911	43520	1.5396
0.6915	43540	1.5914
0.6918	43560	1.5245
0.6921	43580	1.5362
0.6924	43600	1.5905
0.6927	43620	1.561
0.6931	43640	1.5593
0.6934	43660	1.5757
0.6937	43680	1.5056
0.6940	43700	1.5142
0.6943	43720	1.5621
0.6946	43740	1.5099
0.6950	43760	1.5175
0.6953	43780	1.5069
0.6956	43800	1.5221
0.6959	43820	1.5763
0.6962	43840	1.5006
0.6965	43860	1.5756
0.6969	43880	1.5439
0.6972	43900	1.5167
0.6975	43920	1.5477
0.6978	43940	1.5949
0.6981	43960	1.5428
0.6985	43980	1.5277
0.6988	44000	1.5238
0.6991	44020	1.522
0.6994	44040	1.5403
0.6997	44060	1.5431
0.7000	44080	1.5922
0.7004	44100	1.54
0.7007	44120	1.5311
0.7010	44140	1.5771
0.7013	44160	1.5778
0.7016	44180	1.5406
0.7019	44200	1.4866
0.7023	44220	1.5761
0.7026	44240	1.5104
0.7029	44260	1.5357
0.7032	44280	1.5271
0.7035	44300	1.585
0.7038	44320	1.5621
0.7042	44340	1.52
0.7045	44360	1.6174
0.7048	44380	1.5954
0.7051	44400	1.5226
0.7054	44420	1.5451
0.7058	44440	1.5381
0.7061	44460	1.5771
0.7064	44480	1.5231
0.7067	44500	1.5757
0.7070	44520	1.5381
0.7073	44540	1.5601
0.7077	44560	1.5709
0.7080	44580	1.5378
0.7083	44600	1.5624
0.7086	44620	1.5409
0.7089	44640	1.4901
0.7092	44660	1.5611
0.7096	44680	1.5288
0.7099	44700	1.5181
0.7102	44720	1.5562
0.7105	44740	1.5545
0.7108	44760	1.5205
0.7112	44780	1.5834
0.7115	44800	1.5213
0.7118	44820	1.5787
0.7121	44840	1.5899
0.7124	44860	1.5628
0.7127	44880	1.5267
0.7131	44900	1.5713
0.7134	44920	1.522
0.7137	44940	1.553
0.7140	44960	1.5342
0.7143	44980	1.5128
0.7146	45000	1.5751
0.7150	45020	1.491
0.7153	45040	1.5544
0.7156	45060	1.5943
0.7159	45080	1.5553
0.7162	45100	1.5035
0.7166	45120	1.5897
0.7169	45140	1.5223
0.7172	45160	1.5707
0.7175	45180	1.5435
0.7178	45200	1.5197
0.7181	45220	1.4925
0.7185	45240	1.5778
0.7188	45260	1.5307
0.7191	45280	1.5678
0.7194	45300	1.539
0.7197	45320	1.5407
0.7200	45340	1.5325
0.7204	45360	1.5733
0.7207	45380	1.4795
0.7210	45400	1.5277
0.7213	45420	1.4928
0.7216	45440	1.5438
0.7220	45460	1.5556
0.7223	45480	1.5386
0.7226	45500	1.5851
0.7229	45520	1.5807
0.7232	45540	1.5308
0.7235	45560	1.5764
0.7239	45580	1.5853
0.7242	45600	1.5814
0.7245	45620	1.5667
0.7248	45640	1.5106
0.7251	45660	1.5163
0.7254	45680	1.568
0.7258	45700	1.5996
0.7261	45720	1.5905
0.7264	45740	1.5542
0.7267	45760	1.5679
0.7270	45780	1.5805
0.7274	45800	1.5368
0.7277	45820	1.5342
0.7280	45840	1.5005
0.7283	45860	1.5562
0.7286	45880	1.5112
0.7289	45900	1.587
0.7293	45920	1.5315
0.7296	45940	1.558
0.7299	45960	1.5022
0.7302	45980	1.5542
0.7305	46000	1.5361
0.7308	46020	1.5495
0.7312	46040	1.6092
0.7315	46060	1.5357
0.7318	46080	1.5687
0.7321	46100	1.5661
0.7324	46120	1.5589
0.7328	46140	1.5632
0.7331	46160	1.5016
0.7334	46180	1.5724
0.7337	46200	1.5538
0.7340	46220	1.4705
0.7343	46240	1.5723
0.7347	46260	1.5591
0.7350	46280	1.5372
0.7353	46300	1.5534
0.7356	46320	1.4854
0.7359	46340	1.5604
0.7362	46360	1.4813
0.7366	46380	1.553
0.7369	46400	1.622
0.7372	46420	1.5646
0.7375	46440	1.5281
0.7378	46460	1.5916
0.7382	46480	1.5692
0.7385	46500	1.6039
0.7388	46520	1.5823
0.7391	46540	1.554
0.7394	46560	1.5416
0.7397	46580	1.5834
0.7401	46600	1.5318
0.7404	46620	1.5802
0.7407	46640	1.5714
0.7410	46660	1.5536
0.7413	46680	1.5486
0.7416	46700	1.5362
0.7420	46720	1.5248
0.7423	46740	1.511
0.7426	46760	1.5481
0.7429	46780	1.5746
0.7432	46800	1.5769
0.7436	46820	1.5697
0.7439	46840	1.4896
0.7442	46860	1.5259
0.7445	46880	1.4865
0.7448	46900	1.5081
0.7451	46920	1.6475
0.7455	46940	1.4981
0.7458	46960	1.5819
0.7461	46980	1.5309
0.7464	47000	1.5214
0.7467	47020	1.5289
0.7470	47040	1.519
0.7474	47060	1.5712
0.7477	47080	1.5466
0.7480	47100	1.5657
0.7483	47120	1.5831
0.7486	47140	1.5536
0.7490	47160	1.5987
0.7493	47180	1.5444
0.7496	47200	1.5932
0.7499	47220	1.5581
0.7502	47240	1.6083
0.7505	47260	1.5599
0.7509	47280	1.5914
0.7512	47300	1.54
0.7515	47320	1.5327
0.7518	47340	1.5202
0.7521	47360	1.5636
0.7524	47380	1.5316
0.7528	47400	1.5071
0.7531	47420	1.6374
0.7534	47440	1.5104
0.7537	47460	1.5331
0.7540	47480	1.4467
0.7544	47500	1.5532
0.7547	47520	1.5734
0.7550	47540	1.6019
0.7553	47560	1.6007
0.7556	47580	1.5279
0.7559	47600	1.5189
0.7563	47620	1.5594
0.7566	47640	1.623
0.7569	47660	1.5565
0.7572	47680	1.5664
0.7575	47700	1.5296
0.7578	47720	1.5612
0.7582	47740	1.5607
0.7585	47760	1.5204
0.7588	47780	1.5943
0.7591	47800	1.4828
0.7594	47820	1.5463
0.7598	47840	1.5576
0.7601	47860	1.4851
0.7604	47880	1.5648
0.7607	47900	1.507
0.7610	47920	1.4899
0.7613	47940	1.5264
0.7617	47960	1.5055
0.7620	47980	1.5552
0.7623	48000	1.5284
0.7626	48020	1.5475
0.7629	48040	1.5636
0.7632	48060	1.5611
0.7636	48080	1.5737
0.7639	48100	1.5278
0.7642	48120	1.5878
0.7645	48140	1.5446
0.7648	48160	1.5457
0.7652	48180	1.614
0.7655	48200	1.5541
0.7658	48220	1.5278
0.7661	48240	1.5629
0.7664	48260	1.5216
0.7667	48280	1.5321
0.7671	48300	1.6087
0.7674	48320	1.5259
0.7677	48340	1.5417
0.7680	48360	1.5695
0.7683	48380	1.5427
0.7686	48400	1.5865
0.7690	48420	1.5379
0.7693	48440	1.5319
0.7696	48460	1.5659
0.7699	48480	1.5955
0.7702	48500	1.5779
0.7706	48520	1.5217
0.7709	48540	1.4778
0.7712	48560	1.5359
0.7715	48580	1.5075
0.7718	48600	1.5147
0.7721	48620	1.5246
0.7725	48640	1.5532
0.7728	48660	1.5255
0.7731	48680	1.5028
0.7734	48700	1.4973
0.7737	48720	1.5278
0.7740	48740	1.5618
0.7744	48760	1.5088
0.7747	48780	1.5174
0.7750	48800	1.5134
0.7753	48820	1.5437
0.7756	48840	1.5344
0.7759	48860	1.5042
0.7763	48880	1.4977
0.7766	48900	1.5814
0.7769	48920	1.5506
0.7772	48940	1.5818
0.7775	48960	1.5165
0.7779	48980	1.5207
0.7782	49000	1.5528
0.7785	49020	1.551
0.7788	49040	1.5568
0.7791	49060	1.5578
0.7794	49080	1.5294
0.7798	49100	1.5487
0.7801	49120	1.556
0.7804	49140	1.5189
0.7807	49160	1.5259
0.7810	49180	1.5246
0.7813	49200	1.5215
0.7817	49220	1.5054
0.7820	49240	1.5048
0.7823	49260	1.5487
0.7826	49280	1.5279
0.7829	49300	1.4951
0.7833	49320	1.5348
0.7836	49340	1.4798
0.7839	49360	1.5372
0.7842	49380	1.5511
0.7845	49400	1.6008
0.7848	49420	1.5771
0.7852	49440	1.5416
0.7855	49460	1.5662
0.7858	49480	1.5046
0.7861	49500	1.5565
0.7864	49520	1.5474
0.7867	49540	1.5452
0.7871	49560	1.4873
0.7874	49580	1.5709
0.7877	49600	1.5826
0.7880	49620	1.5533
0.7883	49640	1.5614
0.7887	49660	1.5759
0.7890	49680	1.4935
0.7893	49700	1.5095
0.7896	49720	1.5404
0.7899	49740	1.5043
0.7902	49760	1.5186
0.7906	49780	1.5325
0.7909	49800	1.4947
0.7912	49820	1.5366
0.7915	49840	1.5578
0.7918	49860	1.6142
0.7921	49880	1.5127
0.7925	49900	1.5409
0.7928	49920	1.5386
0.7931	49940	1.5484
0.7934	49960	1.5128
0.7937	49980	1.5116
0.7941	50000	1.5939
0.7944	50020	1.5381
0.7947	50040	1.5775
0.7950	50060	1.5427
0.7953	50080	1.5251
0.7956	50100	1.5281
0.7960	50120	1.5803
0.7963	50140	1.5232
0.7966	50160	1.5181
0.7969	50180	1.5359
0.7972	50200	1.5278
0.7975	50220	1.6116
0.7979	50240	1.5428
0.7982	50260	1.5515
0.7985	50280	1.5151
0.7988	50300	1.5659
0.7991	50320	1.5597
0.7995	50340	1.5668
0.7998	50360	1.5654
0.8001	50380	1.57
0.8004	50400	1.5169
0.8007	50420	1.4897
0.8010	50440	1.5368
0.8014	50460	1.5044
0.8017	50480	1.4912
0.8020	50500	1.5404
0.8023	50520	1.5342
0.8026	50540	1.5586
0.8029	50560	1.5218
0.8033	50580	1.5959
0.8036	50600	1.4681
0.8039	50620	1.5888
0.8042	50640	1.5645
0.8045	50660	1.5289
0.8049	50680	1.5798
0.8052	50700	1.5498
0.8055	50720	1.5191
0.8058	50740	1.5596
0.8061	50760	1.5604
0.8064	50780	1.5
0.8068	50800	1.5622
0.8071	50820	1.471
0.8074	50840	1.492
0.8077	50860	1.5346
0.8080	50880	1.498
0.8083	50900	1.5177
0.8087	50920	1.5104
0.8090	50940	1.5142
0.8093	50960	1.5806
0.8096	50980	1.5421
0.8099	51000	1.5746
0.8103	51020	1.4857
0.8106	51040	1.5477
0.8109	51060	1.5499
0.8112	51080	1.5143
0.8115	51100	1.4794
0.8118	51120	1.5658
0.8122	51140	1.603
0.8125	51160	1.5889
0.8128	51180	1.5316
0.8131	51200	1.4947
0.8134	51220	1.4821
0.8137	51240	1.5434
0.8141	51260	1.5112
0.8144	51280	1.5104
0.8147	51300	1.5407
0.8150	51320	1.529
0.8153	51340	1.5413
0.8157	51360	1.5568
0.8160	51380	1.5309
0.8163	51400	1.578
0.8166	51420	1.5849
0.8169	51440	1.5616
0.8172	51460	1.5589
0.8176	51480	1.495
0.8179	51500	1.5761
0.8182	51520	1.4629
0.8185	51540	1.5568
0.8188	51560	1.5737
0.8191	51580	1.5473
0.8195	51600	1.5861
0.8198	51620	1.5352
0.8201	51640	1.5533
0.8204	51660	1.5543
0.8207	51680	1.5572
0.8211	51700	1.5547
0.8214	51720	1.5691
0.8217	51740	1.5549
0.8220	51760	1.5705
0.8223	51780	1.497
0.8226	51800	1.5684
0.8230	51820	1.514
0.8233	51840	1.5233
0.8236	51860	1.4974
0.8239	51880	1.5692
0.8242	51900	1.5516
0.8245	51920	1.4967
0.8249	51940	1.5841
0.8252	51960	1.5504
0.8255	51980	1.5647
0.8258	52000	1.4761
0.8261	52020	1.5601
0.8265	52040	1.5304
0.8268	52060	1.5369
0.8271	52080	1.5289
0.8274	52100	1.5584
0.8277	52120	1.5242
0.8280	52140	1.5094
0.8284	52160	1.487
0.8287	52180	1.5451
0.8290	52200	1.5443
0.8293	52220	1.5623
0.8296	52240	1.5106
0.8299	52260	1.5229
0.8303	52280	1.5123
0.8306	52300	1.5785
0.8309	52320	1.5392
0.8312	52340	1.5385
0.8315	52360	1.529
0.8319	52380	1.5235
0.8322	52400	1.5474
0.8325	52420	1.5455
0.8328	52440	1.5031
0.8331	52460	1.5276
0.8334	52480	1.5621
0.8338	52500	1.5653
0.8341	52520	1.5465
0.8344	52540	1.5022
0.8347	52560	1.5079
0.8350	52580	1.5819
0.8353	52600	1.5954
0.8357	52620	1.619
0.8360	52640	1.5767
0.8363	52660	1.546
0.8366	52680	1.5331
0.8369	52700	1.4801
0.8373	52720	1.5585
0.8376	52740	1.5912
0.8379	52760	1.5113
0.8382	52780	1.5841
0.8385	52800	1.5396
0.8388	52820	1.5466
0.8392	52840	1.5712
0.8395	52860	1.4581
0.8398	52880	1.5093
0.8401	52900	1.553
0.8404	52920	1.5239
0.8407	52940	1.5348
0.8411	52960	1.5819
0.8414	52980	1.5347
0.8417	53000	1.5532
0.8420	53020	1.6125
0.8423	53040	1.5597
0.8427	53060	1.5064
0.8430	53080	1.5748
0.8433	53100	1.5626
0.8436	53120	1.4775
0.8439	53140	1.5227
0.8442	53160	1.4951
0.8446	53180	1.57
0.8449	53200	1.554
0.8452	53220	1.5625
0.8455	53240	1.526
0.8458	53260	1.6011
0.8461	53280	1.5608
0.8465	53300	1.5442
0.8468	53320	1.5369
0.8471	53340	1.5462
0.8474	53360	1.5411
0.8477	53380	1.544
0.8480	53400	1.5207
0.8484	53420	1.586
0.8487	53440	1.6012
0.8490	53460	1.591
0.8493	53480	1.5597
0.8496	53500	1.5661
0.8500	53520	1.5415
0.8503	53540	1.5491
0.8506	53560	1.5599
0.8509	53580	1.5633
0.8512	53600	1.5765
0.8515	53620	1.5688
0.8519	53640	1.5267
0.8522	53660	1.5044
0.8525	53680	1.4935
0.8528	53700	1.5011
0.8531	53720	1.5561
0.8534	53740	1.5514
0.8538	53760	1.5822
0.8541	53780	1.5171
0.8544	53800	1.5407
0.8547	53820	1.4717
0.8550	53840	1.5333
0.8554	53860	1.5346
0.8557	53880	1.5732
0.8560	53900	1.6278
0.8563	53920	1.5208
0.8566	53940	1.5422
0.8569	53960	1.5447
0.8573	53980	1.4831
0.8576	54000	1.5232
0.8579	54020	1.526
0.8582	54040	1.5034
0.8585	54060	1.5485
0.8588	54080	1.5585
0.8592	54100	1.4793
0.8595	54120	1.5092
0.8598	54140	1.5222
0.8601	54160	1.5028
0.8604	54180	1.5832
0.8608	54200	1.5371
0.8611	54220	1.5627
0.8614	54240	1.5206
0.8617	54260	1.6206
0.8620	54280	1.5185
0.8623	54300	1.5207
0.8627	54320	1.5473
0.8630	54340	1.5328
0.8633	54360	1.5514
0.8636	54380	1.5588
0.8639	54400	1.535
0.8642	54420	1.482
0.8646	54440	1.5199
0.8649	54460	1.5745
0.8652	54480	1.523
0.8655	54500	1.5346
0.8658	54520	1.5489
0.8662	54540	1.5135
0.8665	54560	1.5721
0.8668	54580	1.5334
0.8671	54600	1.5116
0.8674	54620	1.5315
0.8677	54640	1.5423
0.8681	54660	1.5994
0.8684	54680	1.5565
0.8687	54700	1.5426
0.8690	54720	1.5894
0.8693	54740	1.6103
0.8696	54760	1.5822
0.8700	54780	1.559
0.8703	54800	1.5418
0.8706	54820	1.5477
0.8709	54840	1.5796
0.8712	54860	1.5753
0.8716	54880	1.5781
0.8719	54900	1.4847
0.8722	54920	1.5452
0.8725	54940	1.531
0.8728	54960	1.5701
0.8731	54980	1.5501
0.8735	55000	1.5456
0.8738	55020	1.5618
0.8741	55040	1.5562
0.8744	55060	1.5292
0.8747	55080	1.5353
0.8750	55100	1.5269
0.8754	55120	1.4957
0.8757	55140	1.5947
0.8760	55160	1.5273
0.8763	55180	1.5707
0.8766	55200	1.544
0.8770	55220	1.5517
0.8773	55240	1.5461
0.8776	55260	1.6007
0.8779	55280	1.513
0.8782	55300	1.5189
0.8785	55320	1.5167
0.8789	55340	1.5533
0.8792	55360	1.5309
0.8795	55380	1.5963
0.8798	55400	1.5304
0.8801	55420	1.552
0.8804	55440	1.5469
0.8808	55460	1.4898
0.8811	55480	1.5216
0.8814	55500	1.4786
0.8817	55520	1.5552
0.8820	55540	1.5965
0.8824	55560	1.5694
0.8827	55580	1.5209
0.8830	55600	1.4821
0.8833	55620	1.5405
0.8836	55640	1.5184
0.8839	55660	1.5709
0.8843	55680	1.5087
0.8846	55700	1.5326
0.8849	55720	1.5857
0.8852	55740	1.5403
0.8855	55760	1.5361
0.8858	55780	1.5578
0.8862	55800	1.5336
0.8865	55820	1.5536
0.8868	55840	1.5562
0.8871	55860	1.6281
0.8874	55880	1.4592
0.8878	55900	1.5713
0.8881	55920	1.5426
0.8884	55940	1.5457
0.8887	55960	1.5474
0.8890	55980	1.5859
0.8893	56000	1.4933
0.8897	56020	1.5462
0.8900	56040	1.5475
0.8903	56060	1.5225
0.8906	56080	1.6087
0.8909	56100	1.5288
0.8912	56120	1.6005
0.8916	56140	1.5227
0.8919	56160	1.5335
0.8922	56180	1.5199
0.8925	56200	1.4943
0.8928	56220	1.5639
0.8932	56240	1.5295
0.8935	56260	1.6043
0.8938	56280	1.5364
0.8941	56300	1.5333
0.8944	56320	1.5858
0.8947	56340	1.5293
0.8951	56360	1.5239
0.8954	56380	1.611
0.8957	56400	1.462
0.8960	56420	1.5371
0.8963	56440	1.5277
0.8966	56460	1.5231
0.8970	56480	1.5254
0.8973	56500	1.4946
0.8976	56520	1.5364
0.8979	56540	1.5226
0.8982	56560	1.576
0.8986	56580	1.5672
0.8989	56600	1.5776
0.8992	56620	1.5543
0.8995	56640	1.5588
0.8998	56660	1.5688
0.9001	56680	1.578
0.9005	56700	1.5315
0.9008	56720	1.5414
0.9011	56740	1.5825
0.9014	56760	1.5176
0.9017	56780	1.5134
0.9020	56800	1.5567
0.9024	56820	1.5025
0.9027	56840	1.5299
0.9030	56860	1.5012
0.9033	56880	1.5298
0.9036	56900	1.5714
0.9040	56920	1.5041
0.9043	56940	1.5466
0.9046	56960	1.5717
0.9049	56980	1.5775
0.9052	57000	1.5775
0.9055	57020	1.5289
0.9059	57040	1.5928
0.9062	57060	1.5865
0.9065	57080	1.554
0.9068	57100	1.4936
0.9071	57120	1.5525
0.9074	57140	1.563
0.9078	57160	1.5593
0.9081	57180	1.6008
0.9084	57200	1.5517
0.9087	57220	1.5583
0.9090	57240	1.5316
0.9094	57260	1.489
0.9097	57280	1.5739
0.9100	57300	1.524
0.9103	57320	1.47
0.9106	57340	1.5238
0.9109	57360	1.619
0.9113	57380	1.5326
0.9116	57400	1.5231
0.9119	57420	1.5518
0.9122	57440	1.5268
0.9125	57460	1.5452
0.9128	57480	1.6023
0.9132	57500	1.5671
0.9135	57520	1.5313
0.9138	57540	1.536
0.9141	57560	1.5339
0.9144	57580	1.5536
0.9148	57600	1.5053
0.9151	57620	1.5385
0.9154	57640	1.593
0.9157	57660	1.555
0.9160	57680	1.5492
0.9163	57700	1.6038
0.9167	57720	1.5601
0.9170	57740	1.5329
0.9173	57760	1.5026
0.9176	57780	1.5274
0.9179	57800	1.5335
0.9182	57820	1.5337
0.9186	57840	1.513
0.9189	57860	1.5655
0.9192	57880	1.5842
0.9195	57900	1.5122
0.9198	57920	1.5417
0.9201	57940	1.5196
0.9205	57960	1.5362
0.9208	57980	1.5529
0.9211	58000	1.4931
0.9214	58020	1.5534
0.9217	58040	1.5388
0.9221	58060	1.5374
0.9224	58080	1.6265
0.9227	58100	1.4412
0.9230	58120	1.5535
0.9233	58140	1.5947
0.9236	58160	1.5826
0.9240	58180	1.5503
0.9243	58200	1.5875
0.9246	58220	1.5378
0.9249	58240	1.551
0.9252	58260	1.6179
0.9255	58280	1.5163
0.9259	58300	1.4867
0.9262	58320	1.5316
0.9265	58340	1.5367
0.9268	58360	1.5321
0.9271	58380	1.5045
0.9275	58400	1.5674
0.9278	58420	1.5698
0.9281	58440	1.4843
0.9284	58460	1.5477
0.9287	58480	1.5562
0.9290	58500	1.4735
0.9294	58520	1.5398
0.9297	58540	1.5891
0.9300	58560	1.566
0.9303	58580	1.6081
0.9306	58600	1.5779
0.9309	58620	1.5792
0.9313	58640	1.509
0.9316	58660	1.5568
0.9319	58680	1.5129
0.9322	58700	1.5214
0.9325	58720	1.5315
0.9329	58740	1.5565
0.9332	58760	1.5352
0.9335	58780	1.4895
0.9338	58800	1.514
0.9341	58820	1.558
0.9344	58840	1.5043
0.9348	58860	1.5356
0.9351	58880	1.4991
0.9354	58900	1.5272
0.9357	58920	1.5687
0.9360	58940	1.5207
0.9363	58960	1.5371
0.9367	58980	1.567
0.9370	59000	1.5685
0.9373	59020	1.5251
0.9376	59040	1.4823
0.9379	59060	1.5068
0.9383	59080	1.5617
0.9386	59100	1.4934
0.9389	59120	1.5398
0.9392	59140	1.5358
0.9395	59160	1.5773
0.9398	59180	1.5153
0.9402	59200	1.4789
0.9405	59220	1.5965
0.9408	59240	1.5703
0.9411	59260	1.5284
0.9414	59280	1.5925
0.9417	59300	1.5158
0.9421	59320	1.5558
0.9424	59340	1.5369
0.9427	59360	1.5511
0.9430	59380	1.5526
0.9433	59400	1.5127
0.9437	59420	1.5264
0.9440	59440	1.5285
0.9443	59460	1.5443
0.9446	59480	1.5858
0.9449	59500	1.5511
0.9452	59520	1.5395
0.9456	59540	1.5708
0.9459	59560	1.5605
0.9462	59580	1.508
0.9465	59600	1.5574
0.9468	59620	1.5915
0.9471	59640	1.5676
0.9475	59660	1.5112
0.9478	59680	1.5234
0.9481	59700	1.5415
0.9484	59720	1.5073
0.9487	59740	1.5356
0.9491	59760	1.4893
0.9494	59780	1.5579
0.9497	59800	1.5232
0.9500	59820	1.5299
0.9503	59840	1.5398
0.9506	59860	1.5441
0.9510	59880	1.5621
0.9513	59900	1.5529
0.9516	59920	1.5039
0.9519	59940	1.5204
0.9522	59960	1.5925
0.9525	59980	1.5438
0.9529	60000	1.5416
0.9532	60020	1.5507
0.9535	60040	1.5059
0.9538	60060	1.5521
0.9541	60080	1.5255
0.9545	60100	1.5787
0.9548	60120	1.5332
0.9551	60140	1.5797
0.9554	60160	1.5632
0.9557	60180	1.5411
0.9560	60200	1.5088
0.9564	60220	1.5831
0.9567	60240	1.5201
0.9570	60260	1.5893
0.9573	60280	1.559
0.9576	60300	1.5955
0.9579	60320	1.5379
0.9583	60340	1.5728
0.9586	60360	1.5343
0.9589	60380	1.5017
0.9592	60400	1.568
0.9595	60420	1.5338
0.9599	60440	1.5861
0.9602	60460	1.5589
0.9605	60480	1.5412
0.9608	60500	1.5348
0.9611	60520	1.5015
0.9614	60540	1.5828
0.9618	60560	1.4819
0.9621	60580	1.4761
0.9624	60600	1.5311
0.9627	60620	1.5255
0.9630	60640	1.5563
0.9633	60660	1.5626
0.9637	60680	1.5704
0.9640	60700	1.4899
0.9643	60720	1.5294
0.9646	60740	1.5748
0.9649	60760	1.573
0.9653	60780	1.5468
0.9656	60800	1.5688
0.9659	60820	1.5638
0.9662	60840	1.5411
0.9665	60860	1.5879
0.9668	60880	1.4704
0.9672	60900	1.5359
0.9675	60920	1.5013
0.9678	60940	1.5056
0.9681	60960	1.5154
0.9684	60980	1.6024
0.9687	61000	1.5386
0.9691	61020	1.6113
0.9694	61040	1.5547
0.9697	61060	1.5862
0.9700	61080	1.5038
0.9703	61100	1.5566
0.9707	61120	1.5289
0.9710	61140	1.6176
0.9713	61160	1.5818
0.9716	61180	1.578
0.9719	61200	1.5416
0.9722	61220	1.5456
0.9726	61240	1.5629
0.9729	61260	1.4921
0.9732	61280	1.5237
0.9735	61300	1.5809
0.9738	61320	1.5409
0.9741	61340	1.524
0.9745	61360	1.5829
0.9748	61380	1.5578
0.9751	61400	1.5987
0.9754	61420	1.5528
0.9757	61440	1.4994
0.9761	61460	1.5452
0.9764	61480	1.5123
0.9767	61500	1.5547
0.9770	61520	1.5789
0.9773	61540	1.5599
0.9776	61560	1.5427
0.9780	61580	1.529
0.9783	61600	1.5903
0.9786	61620	1.4674
0.9789	61640	1.5523
0.9792	61660	1.5175
0.9795	61680	1.4858
0.9799	61700	1.5088
0.9802	61720	1.557
0.9805	61740	1.4816
0.9808	61760	1.5656
0.9811	61780	1.5812
0.9815	61800	1.4989
0.9818	61820	1.532
0.9821	61840	1.5141
0.9824	61860	1.5861
0.9827	61880	1.4795
0.9830	61900	1.5576
0.9834	61920	1.5132
0.9837	61940	1.5524
0.9840	61960	1.5844
0.9843	61980	1.5176
0.9846	62000	1.5342
0.9849	62020	1.5104
0.9853	62040	1.5408
0.9856	62060	1.5334
0.9859	62080	1.5776
0.9862	62100	1.4488
0.9865	62120	1.5419
0.9869	62140	1.5343
0.9872	62160	1.5707
0.9875	62180	1.4663
0.9878	62200	1.5811
0.9881	62220	1.527
0.9884	62240	1.5516
0.9888	62260	1.5126
0.9891	62280	1.5207
0.9894	62300	1.5218
0.9897	62320	1.5652
0.9900	62340	1.4862
0.9903	62360	1.5127
0.9907	62380	1.4959
0.9910	62400	1.5544
0.9913	62420	1.5469
0.9916	62440	1.4932
0.9919	62460	1.5672
0.9923	62480	1.5348
0.9926	62500	1.6061
0.9929	62520	1.5441
0.9932	62540	1.5383
0.9935	62560	1.4989
0.9938	62580	1.5334
0.9942	62600	1.5633
0.9945	62620	1.5685
0.9948	62640	1.5175
0.9951	62660	1.5437
0.9954	62680	1.5201
0.9957	62700	1.5105
0.9961	62720	1.5025
0.9964	62740	1.5265
0.9967	62760	1.5556
0.9970	62780	1.5236
0.9973	62800	1.5777
0.9976	62820	1.5656
0.9980	62840	1.5218
0.9983	62860	1.5166
0.9986	62880	1.5727
0.9989	62900	1.5533
0.9992	62920	1.5039
0.9996	62940	1.5505
0.9999	62960	1.4901

Framework Versions

• Python: 3.10.12
• Sentence Transformers: 3.2.0
• Transformers: 4.45.2
• PyTorch: 2.5.0a0+872d972e41.nv24.08
• Accelerate: 1.0.1
• Datasets: 3.0.1
• Tokenizers: 0.20.1

Citation

BibTeX

Sentence Transformers

@inproceedings{reimers-2019-sentence-bert,
    title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks",
    author = "Reimers, Nils and Gurevych, Iryna",
    booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing",
    month = "11",
    year = "2019",
    publisher = "Association for Computational Linguistics",
    url = "https://arxiv.org/abs/1908.10084",
}