nano-gpt-data-curation

gpt-5.6-sol

nano-gpt-data-curation — graded by the task's verifier against a measured baseline.

backend: modal
variant: codex azure_ai/gpt-5.6-sol
metric: held-out multi-domain perplexity
actions: 299
duration: 1h 22m
recorded: 2026-08-04

run iddclm-nano-curation__7sx25Ej

Everything gpt-5.6-sol did on this task, in order.

download JSON ↗

codexgpt-5.6-sol314 turns15 narration299 reasoning299 action299 observation1 final

#26

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "18",
  "yield_time_ms": 30000,
  "max_tokens": 1000
}

wait result

Script completed
Wall time 16.3 seconds
Output:
{"chunk_id":"6df9df","wall_time_seconds":30.000617856,"session_id":78906,"original_token_count":0,"output":""}

#27

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:78906,chars:\"\",yield_time_ms:30000,max_output_tokens:1000});\ntext(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 19
Wall time 11.0 seconds
Output:

#28

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "19",
  "yield_time_ms": 30000,
  "max_tokens": 1000
}

wait result

Script completed
Wall time 15.1 seconds
Output:
{"chunk_id":"96f866","wall_time_seconds":30.001727097,"session_id":78906,"original_token_count":0,"output":""}

#29

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:78906,chars:\"\",yield_time_ms:30000,max_output_tokens:1000});\ntext(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 20
Wall time 11.0 seconds
Output:

#30

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "20",
  "yield_time_ms": 30000,
  "max_tokens": 1000
}

wait result

Script completed
Wall time 13.7 seconds
Output:
{"chunk_id":"cc85cb","wall_time_seconds":30.001119785,"session_id":78906,"original_token_count":0,"output":""}

#31

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:78906,chars:\"\",yield_time_ms:30000,max_output_tokens:1000});\ntext(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 21
Wall time 11.0 seconds
Output:

#32

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "21",
  "yield_time_ms": 30000,
  "max_tokens": 1000
}

wait result

Script completed
Wall time 15.8 seconds
Output:
{"chunk_id":"85aa56","wall_time_seconds":30.001161437,"session_id":78906,"original_token_count":0,"output":""}

#33

narration

The initial scorer is running over the full 800 MB now. Its criterion is a target-to-raw-web density ratio plus explicit penalties for navigation, templating, repetition, non-English text, and spam; domain queues are then token-balanced. I’ll inspect the highest-ranked pages before spending GPU runs, since a good aggregate score can still hide a bad top tail.

#34

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:78906,chars:\"\",yield_time_ms:30000,max_output_tokens:1000});\ntext(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 22
Wall time 11.0 seconds
Output:

#35

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "22",
  "yield_time_ms": 30000,
  "max_tokens": 1000
}

wait result

Script completed
Wall time 16.5 seconds
Output:
{"chunk_id":"6113ef","wall_time_seconds":30.001956667,"session_id":78906,"original_token_count":0,"output":""}

#36

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:78906,chars:\"\",yield_time_ms:30000,max_output_tokens:1000});\ntext(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 23
Wall time 11.0 seconds
Output:

#37

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "23",
  "yield_time_ms": 30000,
  "max_tokens": 1000
}

wait result

Script completed
Wall time 15.7 seconds
Output:
{"chunk_id":"1be7ae","wall_time_seconds":30.001724685,"session_id":78906,"original_token_count":0,"output":""}

#38

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:78906,chars:\"\",yield_time_ms:30000,max_output_tokens:1000});\ntext(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 24
Wall time 11.0 seconds
Output:

#39

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "24",
  "yield_time_ms": 30000,
  "max_tokens": 1000
}

wait result

Script completed
Wall time 9.8 seconds
Output:
{"chunk_id":"4b2431","wall_time_seconds":23.151809032,"exit_code":0,"original_token_count":0,"output":""}

#40

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"sed -n '1,260p' /tmp/inspect.txt; tail -1 /tmp/inspect.txt; cat .timer/remaining_secs\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":30000});\ntext(r.output);\n"
}

exec result

Script completed
Wall time 0.1 seconds
Output:

DOMAIN 0 COUNT 3979
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  <|endoftext|>Parbhani, earlier also known as “ Prabhavatinagar ”, is one of the Eight districts in the Marathawada region of Maharashtra State This entire Marathwada region, a district geographical region, was a part of the erstwhile Nizam State; later a part of Hyderabad State; after reorganization of states in 1956 it became a part of the then Bombay state; and from 1960 onwards it is part of the present Maharashtra state. Parbhani district lies between 18.45 and 20.10 North Latitudes and 76.1
(3.2828121055039348, 3.1413215194698436, 45444, 1172, 175, (0.6948275862068966, 0.4742857142857143, 0.0, 0.0, 0, 0.0, 0.022857142857142857, 0.07428571428571429)) 
   population of Benin in 2003 was estimated by the United Nations at 6,736,000, which placed it as number 96 in population among the 193 nations of the world. In that year approximately 3% of the population was over 65 years of age, with another 46% of the population under 15 years of age. There were 97 males for every 100 females in the country in 2003. According to the UN, the annual population growth rate for 2000–2005 is 2.65%, with the projected population for the year 2015 at 9,093,000. The
(3.2388688371920513, 3.2395512804517796, 98903, 1075, 170, (0.7826904985888994, 0.4, 0.0, 0.0, 0, 0.0058823529411764705, 0.0, 0.0058823529411764705)) 
   place of birth unknown; died Apr. 13, 989. Byzantine military commander. A member of a prominent Cappadocian family, Phocas was the nephew of Emperor Nicephorus II Phocas. He instigated a revolt against Emperor John I Tzimisces in 970 but was captured and exiled until 978. Later, as commander in chief of the armies of the eastern half of the empire, Phocas enlisted the support of the landowning provincial aristocracy in an attempt on the throne and in 987 proclaimed himself emperor. At the same
(3.1186407747886564, 3.1238696922812443, 94043, 7006, 1108, (0.8068344295110095, 0.398014440433213, 0.14285714285714285, 0.0, 0, 0.0, 0.0018050541516245488, 0.02075812274368231)) 
  ….<|endoftext|>Kingdom of Mauretania, presen-day Algeria & Morocco. Influenced Roman Empire [225 BC] The Kingdom of Mauretania was founded in the third century BC, approximately 225 BC. According to modern ethnic taxonomies, its inhabitants are of Berber descent, and it is today located in the western region of Algeria and Northern Morocco. Mauretania was a kingdom ruled by the Mauri Peoples, who would go on to become famous in history. The Phoenicians gave the region the name Mauharim, which me
(3.100250963547399, 3.3362293004551757, 60757, 1416, 219, (0.7692307692307693, 0.4200913242009132, 0.0, 0.0, 0, 0.0, 0.0045662100456621, 0.0502283105022831)) 
  <|endoftext|>Marcus Valerius Martialis (known in English as Martial/ˈmɑːrʃəl/) (March, between 38 and 41 AD – between 102 and 104 AD), was a Roman poet from Hispania (the Iberian Peninsula) best known for his twelve books of Epigrams, published in Rome between AD 86 and 103, during the reigns of the emperorsDomitian, Nerva and Trajan. In these short, witty poems he cheerfully satirises city life and the scandalous activities of his acquaintances, and romanticises his provincial upbringing. He wr
(3.0364897428247093, 3.182573895109429, 3475, 3076, 493, (0.770481144343303, 0.37322515212981744, 0.0, 0.0, 0, 0.0, 0.0, 0.012170385395537525)) 
  Anglo-Dutch Wars, also called Dutch Wars, Dutch Engelse Oorlogen, four 17th- and 18th-century naval conflicts between England and the Dutch Republic. The first three wars, stemming from commercial rivalry, established England’s naval might, and the last, arising from Dutch interference in the American Revolution, spelled the end of the republic’s position as a world power. The First Anglo-Dutch War (1652–54) began during a tense period following England’s institution of the 1651 Navigation Act, 
(3.0073606116218077, 3.136515466885029, 95632, 3163, 470, (0.7765788638527451, 0.39361702127659576, 0.09523809523809523, 0.0, 0, 0.002127659574468085, 0.00425531914893617, 0.04680851063829787)) 
  <|endoftext|>The history of the territory that makes the present-day Shumilino region traces back to the Mesolite (9-5 thousand years B.C.). Most settlements of the region are mentioned in the chronicles of the 16th century. The 1552 Polotsk Land Record provides information about "Dobeya land", “Lovzha and Lovzha grounds”, "Obol, the villages of Kozyany, Cherchitsa and Mosary". In 1772 after the annexation to Russia the Shumilino region made part of the Vitebsk province. In the 19th century Shum
(2.913531189448555, 2.9171500726865145, 53685, 1092, 148, (0.7685185185185185, 0.32432432432432434, 0.0, 0.0, 0, 0.0, 0.0, 0.0472972972972973)) 
   Lancia Augusta was produced by Italian automanufacturer Lancia between 1933-1936. The car was powered by a 1196 cc Lancia V4 engine. During the 1920s, Lancia had been known as producers of sports cars and middle sized sedans: the smaller Augusta represented a departure from that tradition, and contributed to a significant growth in Lancia's unit sales during the 1930s. Nevertheless, in terms of volumes sold, the Augusta was overwhelmed by Fiat's much more aggressively priced 508 Ballila. Lancia

DOMAIN 1 COUNT 100993
(3.0711956650455035, 3.3097108760285927, 66305, 1321, 215, (0.8145344436033308, 0.413953488372093, 0.0, 0.0, 0, 0.0, 0.013953488372093023, 0.0)) 
  Bradford West Respect MP George Galloway has defended his controversial claim that a sex assault allegation against WikiLeaks campaigner Julian Assange amounted to no more than bad "sexual etiquette". Mr Galloway provoked a furious response from women's groups after he said in a video podcast that even if the complaints made against Mr Assange by two women in Sweden were true, they did not constitute rape. But in a statement today, the MP said he did not believe the authorities in Britain would 
(3.017463778332097, 3.410140274809854, 76836, 5193, 855, (0.7959853310171782, 0.42105263157894735, 0.0, 0.0, 0, 0.0, 0.00935672514619883, 0.007017543859649123)) 
   war in Syria is a vast catastrophe; what began as a peaceable resistance movement against the Assad regime, one among many in the “Arab Spring” of 2011, has devolved into a brutal war in which at least 300,000 have been killed and as many as 96,000 Syrian civilians have died, including more than 17,000 children. It is crucial to remember that the U.S.-led Coalition bombing in both Syria and Iraq is also responsible for some civilian casualties, though the Coalition claims to avoid purposefully 
(2.991159301217121, 3.417225965863592, 12306, 2956, 475, (0.79702300405954, 0.4378947368421053, 0.0, 0.0, 0, 0.002105263157894737, 0.029473684210526315, 0.00631578947368421)) 
  Details regarding what Donald Trump calls his “Deal of the Century” on Israel-Palestine have reportedly been leaked. Not surprisingly, Palestinians find themselves the subject of a peace deal that fails to incorporate their input. According to reports, Gulf nations will invest $4 billion in northern Sinai in Egypt near the Gaza Strip, and will establish an airport and seaport meant to serve the area. As a result, responsibility for the Gaza Strip will transfer to Egypt. This means it will be spl
(2.9890037618722456, 3.2142217659983556, 47889, 2196, 356, (0.8055555555555556, 0.3848314606741573, 0.0, 0.0, 0, 0.0, 0.03651685393258427, 0.0)) 
  GAINESVILLE, Fla. (AP) — Tim Kaine is shrugging off any possibility that he could be embarrassed by the release of hacked emails. WikiLeaks, which has been posting stolen emails from Hillary Clinton's campaign manager John Podesta, has twice taunted the Democratic vice presidential candidate that he's in for a "surprise." U.S. intelligence officials say the leaked Podesta emails are part of a series of high-profile computer hacks of Democratic targets orchestrated by the Russian government. In a
(2.955665034396027, 3.355709160578258, 27036, 858, 143, (0.793144208037825, 0.44755244755244755, 0.0, 0.0, 0, 0.0, 0.04895104895104895, 0.0)) 
  world strongly believes that if Palin gets in, he wins more easily. “The shock value would cause elected officials and party officials to rally around Mitt, because she’d scare the daylights out of them,” one official said. “And it would allow him to position himself very much in the middle of Republican, conservative thinking and avoid the fringe, and look more moderate for the general election.” Rep. Michele Bachmann would have the same effect, the adviser said. Either of them “gives Romney a 
(2.9218312874221097, 3.4499999999999997, 54137, 20430, 3395, (0.8035556861592712, 0.4556701030927835, 0.0, 0.0, 0, 0.0008836524300441826, 0.006185567010309278, 0.003829160530191458)) 
  .<|endoftext|>Hafez Bashar al-Assad, the eldest son of President Bashar al-Assad of Syria, is named in the latest list of 14 senior Syrian regime officials and entities sanctioned by the US State Department under the so-called Caesar Act. The designations, focusing on the “barbarous First Division of the Syrian Army”, are the second wave of sanctions to be applied under the act following the first move by the US State Department on 17 June. The first wave attacked the businessmen that have bankr
(2.9132429597011362, 3.347966477176692, 95336, 1198, 210, (0.7787979966611018, 0.5285714285714286, 0.0, 0.0, 0, 0.0, 0.004761904761904762, 0.009523809523809525)) 
  The Talmud Kesubos 9a says it was forced. In the case of force, the rule that the two are not allowed to subsequently marry doesn't apply. Rav Amnon Bazek argues here that this force wasn't rape in the classic sense, but rather she had no choice about going to the king, as when the king sends guards to get you, you can't refuse. Unstated is the underlying fact that the rule is תחילתו באנוס וסופו ברצון שמי' אונס - if it starts out as forced, even if she desires it later, we say her Yeitzer Hara t
(2.895673873997043, 3.3979300829085237, 40165, 5102, 839, (0.7797642436149312, 0.41835518474374256, 0.0, 0.0, 0, 0.0011918951132300357, 0.03218116805721097, 0.0059594755661501785)) 
  athon Bombing Suspects: One Dead, One at Large, Manhunt Continues in Watertown [UPDATE] Bombers identified as Russian brothers, age 19 and 20. They are from Chechnya and have been living in the United States for over about a year. Suspect number two, still at large, has been identified as Dzhokhar Tsarnaev (below), 19. Update: 7:30 pm – Shortly after the stay at home order was lifted police exchanged fire with an individual. The believe it is the suspect, and are telling people to stay inside an

DOMAIN 2 COUNT 3898
(4.122189685140977, 3.0257454362835188, 58452, 1237, 196, (0.8073469387755102, 0.3469387755102041, 0.0, 0.0, 0, 0.0, 0.08163265306122448, 0.01020408163265306)) 
  <|endoftext|>New Delhi: Five new Supreme Court judges were today sworn in, taking the top court’s strength to 28, including the Chief Justice of India. Justices Sanjay Kishan Kaul, Navin Sinha, Mohan M Shantanagoudar, Deepak Gupta and S Abdul Nazeer were administered the oath of office by CJI J S Khehar this morning. Justice Kaul was the Chief Justice of Madras High Court. He had previously served as Chief Justice of the Punjab and Haryana High Court and a judge at the Delhi High Court. Justice 
(4.115466103392498, 3.162465742178342, 91191, 867, 138, (0.8198830409356725, 0.38405797101449274, 0.0, 0.0, 0, 0.0, 0.10144927536231885, 0.014492753623188406)) 
  <|endoftext|>BJP-led Goa government has decided to subsidise three more LPG cylinders for the people in addition to the six cylinders subsidised by the Union government. BJP Goa unit president Laxmikant Parsekar said the State government will ensure that each family gets up to nine cylinders at subsidised rates annually. “Central government is subsidising six, we will subsidise three more cylinders per family,” he said. During the Goa Legislative Assembly elections earlier this year, the BJP in 
(4.105728628620328, 2.9377758154232856, 1703, 1060, 152, (0.7971698113207547, 0.32894736842105265, 0.0, 0.0, 0, 0.0, 0.09868421052631579, 0.0)) 
  Chennai, April 22 (IANS) In the order issued by the Government of Tamil Nadu, a coordinating committee headed by Chief Minister M.K Stalin has been set up to host the 44th Chess Olympiad, scheduled to be held from July 28 to August 10 in Mahabalipuram. As per the Tamil Nadu government’s order chief minister’s son Udhayanidhi Stalin is also included in the 23 members coordination committee. On Thursday, Stalin informed the Tamil Nadu assembly that a committee will be formed for the successful hol
(4.054222853576801, 3.3798026025165533, 28976, 1382, 229, (0.7956204379562044, 0.4366812227074236, 0.0, 0.0, 0, 0.0, 0.056768558951965066, 0.0)) 
  umbai: Seventy days after they parted ways, the BJP and the Shiv Sena have once again come together and formed an alliance to share power in Maharashtra. Addressing a press conference, Maharashtra Chief Minister Devendra Fadnavis announced that Shiv Sena will join his ministry. Fadnavis said there would be 12 ministers – 5 Cabinet ministers and 7 minister of state - from the Shiv Sena in the Cabinet. Around 10 BJP MLAs will also be inducted into the ministry, he added. Importantly, Fadnavis said
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  <|endoftext|>Khatam-e-Nabuwat is integral part of our constitution: Sharif LONDON: Former Prime Minister Nawaz Sharif on Sunday said that Khatam-e-Nabuwat or the finality of the Holy Prophet (PBUH) is the foundation belief of every Muslim and is an integral part of our constitution. In a statement, he said that a clerical mistake has been removed in the election bill with consultation of other political parties and it has been restored to an original state. The former prime minister said minorit
(3.994862053063495, 2.913354855150864, 81859, 1424, 220, (0.8096910112359551, 0.35454545454545455, 0.1111111111111111, 0.0, 0, 0.0, 0.08636363636363636, 0.0)) 
  |Rediff India Abroad Home | All the sections| Bihar: Vigilante justice resurfaces, three people lynched February 18, 2008 17:20 IST Fresh incidents of vigilante justice have been reported from Bihar with three suspected thieves being lynched by mobs in Araria and Vaishali districts, the police said on Monday. According to the office of Superintendent of Police (Araria), two suspected vehicle lifters were beaten to death by angry villagers in Haripur Kala near Yasodapatti Chowk under Bhargam bloc
(3.890913983835838, 3.1579755496555766, 100806, 1648, 251, (0.8312958435207825, 0.38247011952191234, 0.0, 0.0, 0, 0.0, 0.10358565737051793, 0.01593625498007968)) 
   Market<|endoftext|>Manipur officials to study exodus situation The Manipur government will send senior officials to Karnataka and Maharashtra to look into the exodus of North East people from these states in the wake of the recent Assam violence. The decision was taken during a Cabinet meeting presided over by Chief Minister O Ibobi Singh late last night, an official spokesman said on Saturday, adding the government took "seriously: the reported attack on Manipuris in Karnataka and Maharashtra.
(3.864324054889825, 2.836760184715609, 4620, 1370, 206, (0.8, 0.30097087378640774, 0.0, 0.0, 0, 0.0, 0.0970873786407767, 0.0)) 
  Agartala, Sep 15 (IANS) The BJP on Tuesday said it would soon launch a stir if Tripura’s Left Front government evicted tribals to set up a firing range for a paramilitary force in the state. “We would launch an indefinite ‘satyagraha’ (non-violent resistance) soon if the Left Front government evicts tribal families to set up a firing range for Assam Rifles,” BJP’s Tripura unit president Sudhindra Dasgupta told reporters. He cited government documents and said the state government has decided to 

DOMAIN 3 COUNT 3870
(5.387514722571108, 2.917148422498708, 49109, 2744, 423, (0.7525622254758418, 0.3546099290780142, 0.13333333333333333, 0.0, 0, 0.18203309692671396, 0.0, 0.002364066193853428)) 
  <|endoftext|>SCCM 1606 Upgrade SQL Server 2014 SQL Server 2016 – In this post we will see the steps to upgrade SQL server 2014 to SQL Server 2016. This post is related to SCCM as we will be performing an inplace upgrade of SQL Server 2014 to 2016 installed for SCCM. Before upgrading the SQL server in production environment, it is advised that you test the upgrade on a test environment. You can download SQL Server 2016 from the Evaluation Center. SCCM 1606 Upgrade SQL Server 2014 SQL Server 2016 
(5.059998897954846, 2.7592640222413327, 18076, 3902, 578, (0.735007688364941, 0.3062283737024221, 0.06976744186046512, 0.023255813953488413, 0, 0.13667820069204153, 0.0034602076124567475, 0.012110726643598616)) 
  Copyright © tutorialspoint.com These are functions dealing with error handling and logging. They allow you to define your own error handling rules, as well as modify the way the errors can be logged. This allows you to change and enhance error reporting to suit your needs. Using these logging functions, you can send messages directly to other machines, to an email, to system logs, etc., so you can selectively log and monitor the most important parts of your applications and websites. The error a
(4.942705267732825, 3.0831500986316795, 50913, 3587, 522, (0.786013986013986, 0.3486590038314176, 0.0, 0.0, 0, 0.09195402298850575, 0.0, 0.011494252873563218)) 
  ’s post briefly describes the different roles played by abstract classes and interfaces in the Java programming environment. An illustration is given for the use of an interface, along with a justification as to why the interface approach is more appropriate than using an abstract class. An abstract class is a programming class with many of the same properties as any other class (Murach, 2011, pp. 266-267). An abstract class has many of the same characteristics of any other Java class; fields, c
(4.898112376899276, 3.353145161954451, 45266, 766, 136, (0.7798408488063661, 0.47794117647058826, 0.0, 0.0, 0, 0.09558823529411764, 0.0, 0.007352941176470588)) 
  'm interested in approaches that avoids code in the code behind. In my opinion, there are some cases where code must be placed in the code behind. For example: I have a grid with an undefined count of columns. Columns can't be binded. So the easiest way would be to generate the columns in the code behind. For this case, I can create a new class which inherits from the grid. This new class has a new binding property and code for the column binding. The code is separated in a custom class which ca
(4.852178562178877, 2.4091794285693315, 6796, 716, 121, (0.7779329608938548, 0.34710743801652894, 0.375, 0.0, 0, 0.15702479338842976, 0.0, 0.008264462809917356)) 
  دسته بندی ها e-mail servers, postfix, qmail, zimbra, exim Network Related Issues & Tips This is kind of a common problem and may have several reasons. Sometimes when we simply want to...Install JSON Support to PHP on CentOS Here’s a way to add JSON support for PHP on your CentOS server. yum install php-pear...Change Outgoing IP of Postfix Mail Server This can get quite important when your mail server is blacklisted, or if you somehow want to...Building PHP 5.4.3 on CentOS Even though it’s easier
(4.841883828841825, 1.9020392588950936, 83560, 859, 127, (0.7367178276269185, 0.2677165354330709, 0.5714285714285714, 0.0, 0, 0.1889763779527559, 0.0, 0.007874015748031496)) 
  .<|endoftext|>A friendly place for programming greenhorns! Big Moose Saloon Register / Login Java in General Create EAR file using java application Joined: Jul 01, 2009 May 18, 2012 00:20:07 Is there a way to create EAR file from Exploded EAR folder using a class. i.e from java class like creating other files, to create EAR file. Joined: May 18, 2012 May 18, 2012 04:12:47 An exploded EAR is just a *.ear file extracted, use a build tool such or Maven to package your application into a war/jar/ear
(4.793911824433984, 2.9514669173370356, 12246, 3877, 595, (0.7768893474335826, 0.37815126050420167, 0.1935483870967742, 0.0, 0, 0.0957983193277311, 0.0, 0.0)) 
  Connecting to your Database¶ There are two ways to connect to a database: The “auto connect” feature will load and instantiate the database class with every page load. To enable “auto connecting”, add the word database to the library array, as indicated in the following file: If only some of your pages require database connectivity you can manually connect to your database by adding this line of code in any function where it is needed, or in your class constructor to make the database available 
(4.62578102023346, 2.7665074872762543, 105389, 1655, 265, (0.7395770392749245, 0.37358490566037733, 0.2857142857142857, 0.0, 0, 0.09056603773584905, 0.0, 0.011320754716981131)) 
  I have a problem getting PHP 5.0.3 to talk to mySQL 4.1.10. I am building a new server, with the following software: - Windows 2003 Server Standard Edition - Apache 2.0.53 (Running as local_system) - PHP 5.0.3 - mySQL 4.1.10 (running as local_system) - mySQL Administrator 1.0.19 - phpMyAdmin 2.6.1-pl3 I have installed Apache and checked that it works. I get the normal "If you can see this....." page. I have installed mySQL and configured it with the wizard. It works fine, no errormessages. I hav
{"output": "/tmp/balanced.json", "ids": 112740, "eligible": 112740, "domain_counts": [3979, 100993, 3898, 3870]}
{"output": "/tmp/balanced.json", "ids": 112740, "eligible": 112740, "domain_counts": [3979, 100993, 3898, 3870]}
4829

#41

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"python pack_selection.py /tmp/balanced.json /tmp/train_bal.npy && python train_nano.py --train_npy /tmp/train_bal.npy --heldout_npy data/multi_dev.npy --out_json /tmp/bal.json --max_iters 3000 --seed 1337\",\"workdir\":\"/workspace\",\"yield_time_ms\":1000,\"max_output_tokens\":5000});\ntext(JSON.stringify(r));\n"
}

exec result

Script completed
Wall time 1.2 seconds
Output:
{"chunk_id":"288d8f","wall_time_seconds":1.001757227,"session_id":6498,"original_token_count":0,"output":""}

#42

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:6498,chars:\"\",yield_time_ms:30000,max_output_tokens:5000});\ntext(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 27
Wall time 11.0 seconds
Output:

#43

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "27",
  "yield_time_ms": 30000,
  "max_tokens": 5000
}

wait result

Script completed
Wall time 14.7 seconds
Output:
{"chunk_id":"3fba89","wall_time_seconds":30.001712063,"session_id":6498,"original_token_count":62,"output":"Token indices sequence length is longer than the specified maximum sequence length for this model (1098 > 1024). Running this sequence through the model will result in indexing errors\npacked 12000000 tokens from 112740 ids -> /tmp/train_bal.npy\n"}

#44

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:6498,chars:\"\",yield_time_ms:30000,max_output_tokens:5000});\ntext(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 28
Wall time 11.0 seconds
Output:

#45

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "28",
  "yield_time_ms": 30000,
  "max_tokens": 5000
}

wait result

Script completed
Wall time 16.5 seconds
Output:
{"chunk_id":"856178","wall_time_seconds":30.001661379,"session_id":6498,"original_token_count":0,"output":""}

#46

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:6498,chars:\"\",yield_time_ms:30000,max_output_tokens:5000});\ntext(JSON.stringify(r));\n"
}

exec result

Script running with cell ID 29
Wall time 11.0 seconds
Output:

#47

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait

args

{
  "cell_id": "29",
  "yield_time_ms": 30000,
  "max_tokens": 5000
}

wait result

Script completed
Wall time 1.5 seconds
Output:
{"chunk_id":"d891bd","wall_time_seconds":15.232660678,"exit_code":0,"original_token_count":17,"output":"HELDOUT_PPL 334.898  loss 5.8138  train_s 54  /tmp/train_bal.npy\n"}

#48

narration

The first balanced run scores 334.9 dev perplexity. The selected pages look substantively clean (encyclopedia entries, AP-style reporting, programming tutorials/questions), so the next diagnostic will break that number down by the four target quarters; that tells me whether the remaining error is selection quality or a bad mixture allocation.

#49

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"cp train_nano.py /tmp/train_diag.py\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":1000});\ntext(r.output);\n"
}

exec result

Script completed
Wall time 0.1 seconds
Output:

#50

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const patch = \"*** Begin Patch\\n*** Update File: /tmp/train_diag.py\\n@@\\n mean_loss = sum_loss / max(1, nseen)\\n ppl = math.exp(mean_loss)\\n+# Additional read-only diagnostic: evaluate each disclosed target quarter from\\n+# the same trained model.  The frozen workspace trainer remains untouched.\\n+quarters = []\\n+for qa, qb in [(0, len(ho)//4), (len(ho)//4, len(ho)//2),\\n+               (len(ho)//2, 3*len(ho)//4), (3*len(ho)//4, len(ho))]:\\n+    losses = []\\n+    with torch.no_grad():\\n+        for s in range(qa, qb-a.block, a.block*a.batch):\\n+            bs = list(range(s, min(qb-a.block, s+a.block*a.batch), a.block))\\n+            x = torch.stack([ho[t:t+a.block] for t in bs]).to(dev)\\n+            y = torch.stack([ho[t+1:t+1+a.block] for t in bs]).to(dev)\\n+            with torch.autocast(\\\"cuda\\\", dtype=torch.bfloat16): _, l = model(x, y)\\n+            losses.append((l.item(), len(bs)))\\n+    ml = sum(x*n for x,n in losses)/sum(n for x,n in losses)\\n+    quarters.append({\\\"loss\\\": ml, \\\"ppl\\\": math.exp(ml)})\\n out = {\\\"train_npy\\\": a.train_npy, \\\"heldout_ppl\\\": ppl, \\\"mean_loss\\\": mean_loss,\\n-       \\\"max_iters\\\": a.max_iters, \\\"seed\\\": a.seed, \\\"train_s\\\": round(train_s, 1)}\\n+       \\\"max_iters\\\": a.max_iters, \\\"seed\\\": a.seed, \\\"train_s\\\": round(train_s, 1),\\n+       \\\"quarters\\\": quarters}\\n@@\\n print(f\\\"HELDOUT_PPL {ppl:.3f}  loss {mean_loss:.4f}  train_s {train_s:.0f}  {a.train_npy}\\\")\\n+print(\\\"QUARTERS\\\", quarters)\\n*** End Patch\";\ntext(await tools.apply_patch(patch));\n"
}

exec result

Script completed
Wall time 0.0 seconds
Output:
{}