Skip to content
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
282
duration
1h 15m
recorded
2026-08-04

run iddclm-nano-curation__69HmyDM

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

download JSON ↗
codexgpt-5.6-sol291 turns9 narration282 reasoning282 action282 observation1 final
#51
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"python - <<'PY'\\nimport pickle,numpy as np\\nz=pickle.load(open('scores.pkl','rb')); q=z['score']; p=z['probs']; s=z['stats']; ids=z['ids'];\\na,pr,av,se,up,nav,rep,nw=s.T\\nprior=np.where((a>.62)&(a<.91),.25,-1)+np.where((av>3.7)&(av<6.8),.15,-.5)+np.where((se>.025)&(se<.16),.22,-.5)+np.where(up<.09,.12,-.35)-np.minimum(nav,.8)*.8-np.maximum(rep-.18,0)*2+np.where((nw>180)&(nw<10000),.12,-.2)\\nqual=q+prior\\nfor lo in range(0,182016,10000):\\n ix=(ids>=lo)&(ids<lo+10000); print(lo,round(q[ix].mean(),3),round(qual[ix].mean(),3),np.round(p[ix].mean(0),2),np.bincount(p[ix].argmax(1),minlength=4))\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":6000});\ntext(r.output);\n"
}
exec result
Script completed
Wall time 0.5 seconds
Output:
0 -0.253 0.355 [0.13 0.72 0.11 0.04] [1125 8063  528  284]
10000 -0.253 0.372 [0.14 0.72 0.11 0.03] [1152 8082  515  251]
20000 -0.251 0.358 [0.13 0.72 0.11 0.04] [1124 8046  538  292]
30000 -0.252 0.363 [0.13 0.72 0.11 0.04] [1125 8035  541  299]
40000 -0.248 0.362 [0.14 0.72 0.11 0.04] [1181 8023  528  268]
50000 -0.249 0.362 [0.13 0.72 0.11 0.04] [1089 8097  539  275]
60000 -0.252 0.36 [0.14 0.72 0.11 0.04] [1166 8017  527  290]
70000 -0.254 0.36 [0.14 0.72 0.11 0.04] [1171 8024  528  277]
80000 -0.249 0.373 [0.14 0.71 0.11 0.04] [1180 8001  546  273]
90000 -0.25 0.377 [0.14 0.72 0.11 0.03] [1146 8087  522  245]
100000 -0.254 0.354 [0.14 0.72 0.11 0.04] [1162 8052  526  260]
110000 -0.432 -0.028 [0.14 0.7  0.09 0.08] [1153 7777  424  646]
120000 -0.584 -0.351 [0.13 0.67 0.08 0.11] [1122 7478  414  986]
130000 -0.584 -0.349 [0.14 0.67 0.09 0.11] [1141 7417  417 1025]
140000 -0.582 -0.347 [0.13 0.67 0.08 0.11] [1140 7484  393  983]
150000 -0.589 -0.358 [0.14 0.66 0.09 0.11] [1175 7378  451  996]
160000 -0.586 -0.36 [0.13 0.67 0.08 0.11] [1096 7490  374 1040]
170000 -0.585 -0.364 [0.13 0.68 0.08 0.11] [1100 7482  414 1004]
180000 -0.583 -0.361 [0.14 0.67 0.09 0.11] [ 232 1500   91  193]
#52
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"python - <<'PY'\\nimport json,re\\nhits=[]\\nfor line in open('data/pool.jsonl'):\\n d=json.loads(line); t=d['text']; lo=t.lower()\\n if '<p>' in t or '<code>' in t or 'stack overflow' in lo or 'stackoverflow' in lo:\\n  hits.append((d['id'],len(t),t[:300].replace('\\\\n',' ')))\\nprint('hits',len(hits));\\nfor x in hits[:100]: print(x)\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":15000});\ntext(r.output);\n"
}
exec result
Script completed
Wall time 7.8 seconds
Output:
hits 305
(2033, 665, 'WATCH #FORUM Full Length & Free For a Limited Time videos by Lorene Voskinarian October 24th, 2012No Comments Tweet Forum is making their latest film #FORUM free to watch for a very limited time. Check it out below. Related posts:Win a Trip to the Streets at Seven SpringsBurton Shakes Up Brand Lineu')
(4313, 21523, 'Methods | Statistics | Clinical | Educational | Industrial | Professional items | World psychology | The Semantic Web is an evolving extension of the World Wide Web in which the semantics of information and services on the web is defined, making it possible for the web to understand and satisfy the ')
(5799, 4224, 'What a sad sad day.<br>Progression my arse, this is just bullcrap made in China fking with indigenous landmarks! Surely the security will be costing a HUGE penny.<br><br>LAME.<br><br>TEOTIHUACAN, Mexico (Reuters) - U.S. retail powerhouse Wal-Mart refused on Wednesday to halt construction of a discou')
(5817, 2815, 'I think we can consider running a controlled experiment to raise the limit to 2 simultaneously. To bring some data to the discussion, I created a Data Explorer query to show the number of bounties set over time by month. I dumped the results into Excel, hit the graph button, and this is what I got: ')
(6138, 3373, 'XForms/Read and write with get and put Sometimes all you need to do is to put a nice user friendly form that edits a single static XML file. In this case a static file is any file where you know the exact pathname to the file when the form is created and you know that the file name will never change')
(6628, 2862, "Портал Vveb.ws / Бесплатная CMS PHP-Fusion 7 Bogatyr / What you need to know for site administration What is site administration? Site administration is a set of measures for launching and maintaining the site's full functionality. In general, the site requires information support, and includes the ")
(6712, 2537, "Developer salaries are on the rise - but which languages bring in the big paydays? Developers who haven't had a recent pay rise might be due for a chat with the boss about wages or at least should freshen up their resume. If you're not located in a major city and your pay didn't rise by this much, y")
(10732, 461, 'This page contains historical information about our SVN server. We now use Git instead. The SVN URL for the original MPICH2 trunk was: https://svn.mcs.anl.gov/repos/mpi/mpich2/trunk. In place of trunk, there were tags<code>. Within those two directories there were also two subdirectories, <code>dev ')
(11034, 4976, 'Join Microsoft Technical Evangelists for upcoming app mashup webcasts designed to walk you through start to finish for your Windows 8 app in one hour. Going to conferences is a great way to keep up with the industry and recharge the batteries. As of the writing of this post there are less than two w')
(12392, 6987, 'Silicon Power Armor A66 Review: Solid yet Obsolete The Armor A66 is the first portable hard drive I’ve reviewed in a long time since the WD My Passport in September 2019, and it might be my last. With solid-state drives (SSDs) getting more affordable, there are fewer and fewer reasons to get hard-dr')
(12920, 2145, 'use the following search parameters to narrow your results: e.g. subreddit:aww site:imgur.com dog subreddit:aww site:imgur.com dog see the search faq for details. advanced search: by author, subreddit... 566 users here now /r/programming is a reddit for discussion and news about computer programming')
(13746, 4110, 'Scaling the Windows Stack George Beech @GABeech PICC ‘12. out of 23 Post on 27-Dec-2015 Embed Size (px) <p>PowerPoint Presentation</p> <p>Scaling the Windows StackGeorge Beech @GABeechPICC 12AgendaWhat is Stack Exchange?Growth this YearOur Technology StackHow we scaleDealing with Windows stack scali')
(14272, 7160, 'Best bulking steroids list, best steroids for bulking Best bulking steroids list The following is a short list of some of the best bulking steroids available: Any of these bulking steroids will work wonders, but there are other steroids that are better suited for off-season use. Creatine Monohydrate')
(14810, 2295, 'If you are building a website and need to sign people in, you can use IndieAuth.com to handle web sign-in so that you don\'t have to implement OAuth code for each provider. <form action="https://indieauth.com/auth" method="get"> <label for="indie_auth_url">Web Address:</label> <input id="indie_auth_u')
(17200, 27108, "Bowls USA is an affiliate of World Bowls Central is a division of Subscribe to updatesnot download hitler in cookies project at each ErrorDocument parent and be their leaders and sub-agencies. Their motives believe not available, and they are you the semiconductor to skim from power not's sources an")
(21712, 2559, '<p>The Vent-Axia Minivent ducted bath/shower kit includes all the components necessary to install a ducted 100mm system in one box. The kit consists of a Minivent IP44 In-Line fan, a white ceiling grille and spigot, 3 meters of flexible duct and an external louvre for soffit or wall mounting. The du')
(21841, 6600, "Torture? That wasn't torture? Humiliation, yes. <br><br>No, I'll tell you what, we go after these animals where it hurts them. We announce that from this time forward we douse our bullest in pigs blood. Any terrorist killed will be buried with animal intestens. They aren't afraid of us because they ")
(22017, 10485, "There's good news on the drug war: The world knows how to end it -- so why can't the United States figure it out? - By Charles Kenny<p> Charles Kenny is a senior fellow at the Center for Global Development, a Schwartz fellow at the New America Foundation, and author, most recently, of Getting Better")
(27740, 4256, '<|endoftext|>Use our tool below to start performing an MD5 reverse lookup from an MD5 Hash. Please do remember that you are limited in the number of queries you are attempting with this tool! You can request our special API access if you need more. The Final Result will appear below 👇 Waiting For In')
(28721, 1781, '++ I\'m commenting mostly just to bump this excellent piece of advice. Since port is rarely important and I like to use this idiom in addition to running a traditional webserver on port 80, I\'d shorten it to use the default port 5000– plackup -L Shotgun -MPlack::App::WrapCGI -e "Plack::App::WrapCGI->')
(33046, 2387, ' Business Deserves a Great Website 9thWonder is an experienced website design agency dedicated to beautiful and user-focused website design. Anyone can set up a website, but creating a great site isn’t just about designing pretty graphics, changing some settings and calling it a day. We build websit')
(33101, 1064, "<|endoftext|>Skip to Content 8-03-2008 @ 3:04AM I think I'll stick with real achievements... like the 360 ones. Not some second-rate 'lets try to be like everyone else' attempt at achievements. Blizzard are only doing this because everyone else it and we all know it started with Microsoft followed b")
(39579, 19905, 'What are the implications of deprecating TLS protocol versions 1.0 and 1.1? In addition to security vulnerabilities, TLS protocol versions 1.0 and 1.1 do not support modern cryptographic algorithms. The software industry (including popular browsers such as Chrome, FireFox and so on) is set to deprec')
(39842, 1977, "Skip to Content 11-03-2008 @ 8:16AM Running the quests now for more money makes no sense. The exp to gold conversion applies equally from WotLK to the rest of the game. We know that WotLK quests will be giving us a lot more gold and a lot of exp, but the conversion rate will remain the same.If you'r")
(45528, 4712, '<|endoftext|>"As more and more commercial enterprises and governments turn to software solutions to help them address their location-based problems, we realized that we needed an experienced software sales executive to lead our sales efforts around the world," said Todd Oseth, President and CEO of I')
(46158, 3225, '<|endoftext|>Please note that you should never self-prescribe TCM ingredients. A TCM ingredient is almost never eaten on its own but as part of a formula containing several ingredients that act together. Please consult a professional TCM practitioner, they will be best able to guide you. Preparation')
(49779, 4872, 'Like the other "summer of love" posts, this recent SE blog post has elicited a lot of comments about the rules of SO. Reading through the comments, it\'s striking how divided opinions are, and the lines along which they are divided.. that is, moderators, and not moderators. I got into this debate a b')
(50479, 709, ': Why Him? 4K/BD + Screen Caps Apr 142017 These are only here to give an idea of the movie’s video quality and may not be truly representative of it. Why Him? Pages: 1 2 Please follow and like us: 04/14/2017 Tagged with: Bryan Cranston, Cedric the Entertainer, Griffin Gluck, James Franco, Keegan-Mic')
(50913, 3587, '’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')
(51823, 7290, " To Ensure That Deleted Hard Disk Data Security. share|improve this answer edited May 11 '13 at 2:22 answered May 11 '13 at 2:17 KristoferA 46338 add a comment| up vote 2 down vote You can't be guaranteed that your Unfortunately, there’s also another limitation to secure deletion tools. make-use-of-")
(54619, 4673, "2011-09-25, 10:39 PM My son is enrolled in a programming course. We have been trying to install the C# portion of Microsoft's Visual Studio without much success. VS 2008 is a free download from MS. We are trying to install on a Win7 x32 o/s. The install file downloads ok. Near the beginning of the i")
(57128, 1639, ' you\'re in a "casual hookup but it feels like more? The more you know someone the more you know whether you want a relationship with them. I make sure I don\'t see her more than once a week (twice a week every once in a while). A girl I want to just hookup with I have no such problem and usually get ')
(60020, 2650, 'Hair removal gives shiftless lasers a creative outlet during their spare time, which would otherwise be spent harassing cats and blinding the Hubble. Give a beam a new purpose with today’s Groupon to Agapé Medical Spa’s Warwick location. Choose from the following options: - For $124, you get six las')
(66094, 13311, ' war for developer talent is hotter than ever. Whether you\'re trying to build mobile apps, redesign the user experience on your public website, or keep business-critical applications on the cutting edge, everyone needs code. "Engineers are king right now," notes Sam Schillace, senior vice president ')
(67883, 394, "arate names with a comma. Discussion in 'Trucks and Trailers' started by SMB, Jun 27, 2000. The subject says it all.<p>----------<br>SMB<br> It should have a egr valve,an EFE valve,a thermatic air cleaner,a charcoal canister,and possibly smog pump and a.i.r. tubes and catalytic convertor depending o")
(70117, 830, '<|endoftext|>I just answered a question that got put on hold as being off-topic, with the standard reason: "Questions asking us to recommend or find a book, tool, software library, tutorial or other off-site resource are off-topic for Stack Overflow as they tend to attract opinionated answers and sp')
(70770, 1241, ' to Content 7-08-2009 @ 5:34PM All I can say is try it out. It maps out spawn points on the world map (mouse-over the dragon icons on your map and it will tell you what rare spawns there).It also has a proximity alarm when you are near a rare. It will pop up a window and make a sound (that can somet')
(71715, 1378, ' media is an increasing part of everyday life for many of us. I know that I use it both for work and personally. Success in of chemistry is usually underpinned by a sound knowledge of key concepts, such as a good working knowledge of atoms and bonding. TAPS aims to develop support for a valid, relia')
(72241, 1134, "<|endoftext|>Skip to Content 2-05-2009 @ 3:34AM As a Feral Druid, I haven't encountered any mobs immune to Bleeds at all yet, and hae raided everything in the game up to and including Sarth+3. In a raiding situation, this is a straight 6% damage buff to the ability; think of all the Bleeds you can h")
(72256, 2351, ".<|endoftext|>Event: holly luton's fundraising $15.06 raised of $75.28 target $15.06 raised so far How to make a donation Donate online at - www.justgiving.com/youngpromoters By mobile internet Scan this code on your smartphone to go straight to holly luton's page. By text message to donate £10 Text")
(74038, 4656, '<|endoftext|>In many scenarios, we write triggers on database tables. Before writing a trigger, we need to understand what trigger is and how exactly it works. Because, lack of clear knowledge on triggers can ake your life difficult. Trigger is actually a procedure that runs in response of an event ')
(75761, 475, "downloading complete web pages (not sites) how to save only the web page i browse to see them later offline and i want to be able to move them and copy to another pc or usb device migrated from stackoverflow.com May 29 '10 at 6:44 This question came from our site for professional and enthusiast prog")
(76357, 2454, "ers Just Want To Rant and Confess Last month I wrote about the new devRant community -- which lets developers publicly rant about coding issues -- when it provided a list of the most annoying programming languages. Now comes a new app on Apple's App Store titled Coding Confessional - Anonymous Confe")
(77609, 1178, ")<|endoftext|>What You'll Get Jewellery is a touching gift on many holidays, including Mother’s Day and Admit to Your Mother That You Broke the Dishwasher Day. Secure sparkles for the special occasion with this Groupon. Choose Between Two Options - $49 for $100 worth of Mother’s Day jewellery - $95 ")
(79020, 8796, "��글 쓰기 권한이 없습니다. 로그인 하시겠습니까? [Interview] Rap Genius (Tom, Mahbod, Ilan) LE: There are many fan of yours in Korea, you can say hello to them. Rap Genius: WADDUUUUUP! Korea is my favorite country - best food! I have to learn the language... LE: I guarantee everybody's dying to know this. What made you")
(80345, 1630, '<|endoftext|>comics for July 6, 2006 – 07/06/2006 Got yer nose… lol how close was he planning on getting before swinging his sword? Maybe he was so mad he forgot that he even had it! 2nd fav character, jsuk(just so you know),icuc(in case you cared) hehe, his nose went le poof Ouch, I felt that. Huh.')
(80990, 4997, "<|endoftext|>The recommended fitting for 8 square metres and above, would be an M8 eye bolt through a post, with a fork / fork adjustable rigging screw between it and the ring (which is included in the corner of the Shade Sail). So, this 'fixing allowance' (bisecting the corner angle) would be betwe")
(82493, 2368, ' an application that I just would like to use in portrait mode, so I have defined android:screenOrientation="portrait" in the manifest XML. This works OK for the HTC Magic phone (and prevents orientation changes on other phones as well). But I have a problem with the HTC G1 phone as I open the hardw')
(82602, 5683, 'I think Oscar is going to spread his love all over many movies on Sunday night at the Dolby pavillion, and there’s going to be at least one major upset. Read below. This is NOT who I WANT to win, but who I think will win. Never did ALLLLL the categories before, but FINALLY this year, I think I can. ')
(84735, 2002, 'Structural Characterization of a Minimal Antibody against Human APOBEC3B. Publication Type:Journal Article Source:Viruses, Volume 13, Issue 4 (2021) <p>APOBEC3B (A3B) is one of seven human APOBEC3 DNA cytosine deaminases that restrict viral infections as part of the overall innate immune response, b')
(86993, 1438, "com<|endoftext|>Seems like a pretty complex chunk of code to be trying to jam into the WYSIWYG editor. Stick to the basic headers, paragaphs, unordered lists, etc, and put stuff like that in the template. It really doesn't belong in the editor. That's not really what it's for. Even if it did work, y")
(88358, 1561, '<|endoftext|>OO in the real world.... - Wrench set - Socket Set - Screwdriver set - Pots and pans OO exists in many place in many ways. It is great in situations where there are large unknowns in the future. You build code, test it and maintain it seperately. You assign rules (parameters) to its inp')
(91439, 2065, 'Sorry that this reply is almost boiler-plate, but... - Does that site\'s usage guidance permit scraping? - Do you have authority/permission to extract data? - Does the site publish an API you could use rather than rolling your own? - Assuming that by "the number 1975" you mean you\'re looking for whit')
(92246, 1153, " in C#, I'm learning C++, and naturally I often turn to Stack Overflow to help me figure out how to do things. Many common Stack Overflow C++ questions have answers from the site's beginning in 2008. These naturally come up first in Google since they have the most links by now, nine years later. Sin")
(94066, 6112, 'aying on top of the new features coming to the WordPress open-source project is one of the main barriers expressed by developers. The Make Core Core is the set of software required to run WordPress. The Core Development Team builds WordPress. blog (versus network, site) has a heavy emphasis on meeti')
(103647, 5748, ' function Calling a function Hi, I have a function xyz() in php code. When a button is clicked it should execute that particular function for that i have...; <input type="button" name="submit" value="Submit"/> web page design webpage design Great Applianz Ltd. was established in 1985, in New... butt')
(106947, 3736, "View Full Version : Spreader Transport? 03-31-2000, 06:40 AM How do you secure your spreader in the bed of your truck or on the trailer? What dorducts are available to mount the spreader during transport?<br>I have a Prizelawn bigfoot and a Duraliner bedliner in my truck I'm looking for a solution o")
(107514, 7136, " > Perl Syntax Error Redirection Unexpected Perl Syntax Error Redirection Unexpected bash shell ubuntu shell-script share|improve this question edited Aug 18 '12 at 12:08 Gilles 373k696801129 asked Aug 18 '12 at 11:37 kemra102 4731613 The shebang is really in line For more advanced trainees it can b")
(110071, 7457, " map Another common thunk leak arises from mapping functions over containers, which do not execute their combining function strictly. The usual fix is to instead use a strict version of the function, ala foldl' or insertWith', or perhaps using a completely strict version of the structure. In today’s")
(112885, 15569, ' state policymakers.<|endoftext|>use the following search parameters to narrow your results: e.g. subreddit:aww site:imgur.com dog subreddit:aww site:imgur.com dog see the search faq for details. advanced search: by author, subreddit... 363 users here now /r/programming is a reddit for discussion an')
(114939, 6646, ' to inoculate bean seed | Beef Magazine https://www.beefmagazine.com/sites/all/themes/penton_subtheme_beefmagazine/images/logos/footer.png Informa Beef Magazine is part of the Informa Markets Division of Informa PLC Informa PLC About us Investor relations Talent This site is operated by a business o')
(115013, 125649, 'ML Developer Join Sign in Search Options Search Everything Search About Open XML Home Blog Resources Forums About Open XML More ... Goodbye and Hello OpenXmlDeveloper.org is Shutting Down There is a time for all good things to come to an end, and the time has come to shut down OpenXmlDeveloper.org. ')
(115080, 752, '<|endoftext|>Sheffield 1 | Anton Hunter Anton Hunter guitarist/musician/composer Search Main menu Skip to primary content Skip to secondary content About Biography Press Projects Education Article XI Discography Media Contact Gigs Recording Image navigation ← Previous Next → Sheffield 1 Published De')
(115754, 74228, ' based on SSO code · 16cbf2a5f1 - Netsyms Technologies Open Source Center This website works better with JavaScript. Home Explore Help Register Sign In Business / AccountHub Watch 1 Star 0 Fork 0 Code Issues 3 Pull Requests 0 Releases 7 Wiki Activity Browse Source Create template based on SSO code S')
(115879, 3573, ' mailing list<|endoftext|>John Calipari | AthlonSports.com Skip to main content Like Us Follow Us Follow @athlonsports Subscribe Follow RSS College Football NCAAF Home Teams Galleries Cover 2 Podcast Buy Magazine Conferences ACC Big 12 American Big Ten Pac-12 SEC College Football Articles College Fo')
(115932, 3640, 'igrant Services Calgary<|endoftext|>ERR_INTERNET_DISCONNECTED | semi/signal semi/signal Search Posts Tagged ‘ERR_INTERNET_DISCONNECTED’ Timeout your XHR requests May 29 2016 · Web Technologies Client-side timeouts on XHR requests isn’t something I’ve ever thought a whole lot about. The default is no')
(116189, 4328, '.4.10 released | Apache Wicket Quick Start Download Documentation Support Contribute Community Apache Wicket 1.4.10 released 11 Aug 2010 This is the tenth maintenance release of the 1.4.x series and brings over thirty bug fixes and improvements. As well as bringing bug fixes and small improvements, ')
(116236, 5186, 'org<|endoftext|>Jessie J Defends Ariana Grande - Ariana Grande Diva Rumors Search Advertise Celebs & Entertainment Celebs & Entertainment Movies & TV Music Celebrity Couples Hot Guys Celeb Quizzes Fashion Fashion Trends Style Advice Outfit Ideas Celeb Fashion Fashion Quizzes Beauty Beauty Hair Makeu')
(117341, 5206, 'Natalie Portman Engaged - Natalie Portman Fiance Benjamin Millepied Search Subscribe Subscribe Print Edition Digital Edition Give a Gift Entertainment Entertainment TV Movies Books Music Style Style Fashion Grooming Accessories Big Black Book Food Food Restaurants Recipes Drinks Drinks Bars Cocktail')
(117750, 5522, "est 'decathlon' Questions - Sports Stack Exchange Stack Exchange Network Stack Exchange network consists of 175 Q&A communities including Stack Overflow, the largest, most trusted online community for developers to learn, share their knowledge, and build their careers. Visit Stack Exchange Log In Si")
(118181, 4285, ' Rights Reserved.<|endoftext|>City of Asheville helps coordinate growth through Infrastracture Task Force « Public Works « City Departments « Asheville City Source Monday - Apr 22, 2019 Home About I’m interested in: Affordability Innovation Getting Around Sustainability Safety People Navigation Home')
(118327, 3412, 'Target<|endoftext|>Terms & Conditions | StarHub We bake cookies into our site to show you content we think you’ll be interested in, and do things like remember what you’ve added to your shopping cart. By continuing your visit on the site, you agree to our use of cookies on this and other sites. You ')
(118793, 4160, 'accabi Games 2015 Opening Ceremony - JBS - Jewish Broadcasting Service JBS is a Jewish television channel featuring daily news from Israel, leading Jewish figures, issues and events of Jewish importance, call-in programs, Jewish studies, 92nd Street Y, Live Friday and holiday services for the home-b')
(119379, 6932, ' up to date documentation, part #2 – PHP Scaling ↓ Skip to Main Content PHP Scaling Getting it done, no matter how many hits Home About Favourite tools Home › php › Always have up to date documentation, part #2 Always have up to date documentation, part #2 Posted on March 24, 2008 by alister\tPosted ')
(119578, 51823, 'ena - Unsubscribe This website uses cookies. They are harmless and used for anonymous traffic statistics. By using this site, you accept our use of cookies OK About Change Country Login Search Search Menu Healthcare Products Incontinence Products Bed Protection Skin Care Bambo Nature Resources About')
(119980, 3761, ' with user submissions.<|endoftext|>TECHNOVERGENCE: mai 2011 TECHNOVERGENCE samedi 21 mai 2011 Why I prefer Hibernate Session API to JPA EntityManager In one of my projects, I needed to integrate @prePersist and @PreUpdate to take care of LastModified field (insert and update) using hibernate implem')
(120006, 5385, ' into a Universal Remote Control with i-Got-Control -Craziest Gadgets Home About Subscribe Tech and Gadget Deals Gift Ideas Shopping Guide Random Pinboard Categories Turn Your iPhone into a Universal Remote Control with i-Got-Control Cell Phone Gadgets infrared, iphone, remote control, universal rem')
(120650, 3240, 'upin Next Server 1.3.0 Log in Register Please Log in / Register to view this page Log in with OR Remember me next time Sign in I agree to Terms and Conditions Register Login Signup Quickstart Documentation Explore Devzone Download Marketplace Contact Home Documentation JLupin Next Server 1.3.0 Docum')
(121255, 5701, 'User cdleary - Stack Exchange Tour About Us Meta Log In current community Stack Exchange chat Meta Stack Exchange your communities Sign up or log in to customize your list. more stack exchange communities company blog By using our site, you acknowledge that you have read and understand our Cookie Po')
(121304, 4771, ' LG<|endoftext|>Podcast : Riaz Jetha – the new primary care network DES - Ockham Healthcare Home Who We Are Our mission Our Services Blog Blog Index Podcast Podcast Index Resources Book Link of The Week Ockham Links Publications TV documentary Sale Contact Us No products in the basket. Home Who We A')
(121428, 755, '<|endoftext|>kani-150×150 « AKIN Donate Contact AKIN American Kurdish Information Network Main menu Skip to primary content Skip to secondary content Home About About AKIN AKIN and Kurdistan About Kani Xulam Works Articles Speeches Commentary Videos Media Coverage Kurdî Türkçe Search « kani-150×150 ')
(121464, 9638, '.com.<|endoftext|>Timeline – I2P Bugtracker Search: Login Preferences Help/Guide About Trac Register Wiki Timeline Roadmap View Tickets Search Context Navigation ← Previous Period Next Period → Timeline View changes from and days back done by Tickets opened and closed Milestones reached Wiki changes')
(121467, 2481, " and Cambodia<|endoftext|>8x16 LED Matrix Pong Game (2 Paddles Per Player Version) - jpralves.net Toggle navigation CSEduino MyStuff Daddy's Nightmare Circuits Gadgets Tools IC Chips MC Boards Other Stuff Categories News Projects 3D Models Open Source EBooks Archives Tags All Categories Chronologica")
(121588, 1740, ' | My Texas Mornings My Texas Mornings Sharing my Texas Mornings with You Search Main menu Skip to primary content Skip to secondary content Home About Me Growing Fruit Trees from Seeds Post navigation ← Previous Next → China Doll Posted on March 17, 2017 by ritaann This china doll was made into som')
(121651, 4887, 'About Contact \ufeffScotland County Senior Nutrition Center MENU Thursday, April 18 – Tenderloin/bun, Onions,… Memphis Democrat Newspaper Scotland County R-I Elementary Menus\ufeff Breakfast Thursday, April 18 – Breakfast… Toggle navigation AGRICULTURE CHURCH NEWS CLASSIFIED ADS COMMUNITY ENGAGEMENTS CLUBS ME')
(121749, 1056, ' casino lakeport<|endoftext|>User login - OpenDaylight Q&A Forum First time here? Check out the FAQ! Linux Foundation Collaborative Projects Ask is moving to Stack Overflow and Serverfault.com! Please use the "opendaylight" tag on either of these sites. This site is now in Read-Only mode Hi there! P')
(122237, 20854, " server.<|endoftext|>Pole Vault - Family Tree F&W Media Sites Antique Trader Writer's Digest Fons & Porter Quilting Horticulture Support Contact Us Frequently Asked Questions Call 855-278-0408 Welcome to Family Tree Sign Up/Sign In Cart You have no items in your shopping cart. Subscribe Now! Gift a ")
(122355, 1540, ' : English<|endoftext|>City Council gives Cubs go-ahead for more night games | Wrigley Field News | Chicago Cubs Open Menu City Council gives Cubs go-ahead for more night games June 10, 2013 - Posted by: admin - In category: Uncategorized - No responses The Cubs got the go-ahead Wednesday to add as ')
(122798, 54027, ' Needs<|endoftext|>ALM Toggle navigation ALM Status Works Sources Support Installation Deployment Setup Sources API Rake Alerts Styleguide Releases Roadmap Contributors Support Forum Sign in with PLOS ID Cell-Type Independent MYC Target Genes Reveal a Primordial Signature Involved in Biomass Accumul')
(123221, 2316, 'EU citizen who fought for terrorists was detained in Ilovaisk - Life in Ukraine. Live, @ first hand. Life in Ukraine. Live, @ first hand. All news War Politics Photo & video Discover Ukraine Travelling Business in Ukraine About ☰ Life in Ukraine. Live, @ first hand. EU citizen who fought for terrori')
(124015, 9712, " this. Close<|endoftext|>Fox bets Women’s World Cup will bring attention! | www.worldcupdebate.com - The Internet's #1 FIFA World Cup resources website! www.worldcupdebate.com - The Internet's #1 FIFA World Cup resources website! Your opinions, teams, travel and ideas! Your news here! About Debate F")
(124023, 4849, ' Truck Safety | 2016 NTTC Personnel Safety Contest Winners | Bulk Transporter https://www.bulktransporter.com/sites/all/themes/penton_subtheme_bulktransporter/images/logos/footer.png Informa Bulk Transporter is part of the Business Intelligence Division of Informa PLC Informa PLC About us Investor r')
(124083, 10854, '<|endoftext|>Home | ImageMedia Home Latest Reviews Contact Image-media.com Search Preview Home | ImageMedia www.image-media.com/ Anbieter für großformatigen Digitaldruck. Riesenposter, Transparente Banner, Bilder, Druck, Dekorationen, Displays und Werbeflächen Most Used Html Elements <div> : 173 ')
(124171, 27349, ' like this:<|endoftext|>Nokia & China Mobile collaborate on 5G and AI; Nokia & Tencent on 5G in China – Technology Blog IEEE.org ComSoc.org IEEE Xplore Digital Library IEEE Standards IEEE Spectrum More Sites Technology Blog Toggle navigation Skip to content Home About the Blog About the Authors Noki')
(124267, 10470, ' policy<|endoftext|>Contact Us | Calvary Chapel English Service Lima Calvary Chapel English Service Lima contact us in lima @ 655-3039 or calvary.ccesl@gmail.com Skip to content Home About CCESL About Us What Calvary Chapel Teaches Worship Band Sunday School For Children Missionaries Activities Engl')
(124387, 12254, 'III)<|endoftext|>If You Wake Up At The Same Time Every Night, It Can Reveal Incredible Things About You ~ The Wisdom Awakened Home Contact Medical Disclaimer MENU Religion Fun & Inspiration Health Science Other Random Health If You Wake Up At The Same Time Every Night, It Can Reveal Incredible Thing')
(124426, 8231, '<|endoftext|>Perfect construction in a complement - English Language Learners Stack Exchange Stack Exchange Network Stack Exchange network consists of 175 Q&A communities including Stack Overflow, the largest, most trusted online community for developers to learn, share their knowledge, and build th')
(124606, 7449, ' * Required<|endoftext|>A Review of Marijuana Card Kristian Privacy Policy Sample Page Go to ...\t Go to ... Home ! Без рубрики anastasiadate Antivirus asiadatingclub asiadatingclub_guldmit asian single solution blog BoardRoom charm date dateinasia godatenow Hello World jump4love Pet pinalove russian')
(124640, 7533, ' by Webpundits<|endoftext|>CSS Float and Clear - Float Left, Float Right, Clear Both CSS Tutorial CSS Selectors CSS Color Codes CSS For Text CSS Font Properties CSS Box Model CSS Float and Clear CSS Background Properties Pseudo Selectors Navigation Menu Div Based Fixed Layout CSS Display Property Fi')
(125582, 5048, 'station Plus December 2018 Games Reveal, Onrush & Soma Included Home Guides News Reviews Retro Deals Home Guides News Reviews Retro Deals Playstation Plus December 2018 Games Reveal, Onrush & Soma Included Craig McCart 29/11/2018 No Comments 29 views 0 likes PlayStation Plus December 2018 Unlike las')
#53
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:35282,chars:\"\",yield_time_ms:30000,max_output_tokens:10000});\ntext(r.output);\n"
}
exec result
Script running with cell ID 39
Wall time 11.0 seconds
Output:
#54
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "39",
  "yield_time_ms": 30000,
  "max_tokens": 10000
}
wait result
Script completed
Wall time 16.1 seconds
Output:
Token indices sequence length is longer than the specified maximum sequence length for this model (14010 > 1024). Running this sequence through the model will result in indexing errors
packed 12000000 tokens from 182016 ids -> /tmp/dev_train.npy
#55
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:35282,chars:\"\",yield_time_ms:30000,max_output_tokens:10000});\ntext(r.output);\n"
}
exec result
Script completed
Wall time 2.4 seconds
Output:
HELDOUT_PPL 344.641  loss 5.8425  train_s 54  /tmp/dev_train.npy
(dev PPL on multi_dev; official uses a hidden disjoint sample of the same HQ domain)
#56
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"ps -eo pid,etime,pcpu,args | grep \\\"python -\\\" | grep -v grep; cat .timer/remaining_secs\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":3000});\ntext(r.output);\n"
}
exec result
Script completed
Wall time 0.3 seconds
Output:
4747
#57
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"python - <<'PY'\\nimport json\\nwant={123985,146641,156164,133508,114704,137360}; d={}\\nfor l in open('data/pool.jsonl'):\\n x=json.loads(l)\\n if x['id'] in want:d[x['id']]=x['text']\\nfor a,b in [(123985,146641),(156164,133508),(114704,137360)]:\\n print(a,b,len(d[a]),len(d[b]),d[a]==d[b],repr(d[a][:100]),repr(d[b][:100]))\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":3000});\ntext(r.output);\n"
}
exec result
Script completed
Wall time 3.7 seconds
Output:
123985 146641 26380 26380 True '<|endoftext|>Cast range - Dota 2 Wiki\nGamepedia\nHelp\nSign In\nRegister\nCast range\nFrom Dota 2 Wiki\nJu' '<|endoftext|>Cast range - Dota 2 Wiki\nGamepedia\nHelp\nSign In\nRegister\nCast range\nFrom Dota 2 Wiki\nJu'
156164 133508 36714 36705 False ' gets new aircraft « Gumar Adventures\nborder-bottom:0;width:200px;margin:0;padding:0}div.searchbox-f' '\nZini<|endoftext|>Drukair gets new aircraft « Gumar Adventures\nborder-bottom:0;width:200px;margin:0;'
114704 137360 369 369 True 'Attendees | All Canada Games\nRegister Here\nAccommodations\nSelect Page\nRecruits Attending\n&lt;br /&gt' 'Attendees | All Canada Games\nRegister Here\nAccommodations\nSelect Page\nRecruits Attending\n&lt;br /&gt'
#58
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"python - <<'PY'\\nimport json,hashlib,pickle,numpy as np\\nfrom transformers import GPT2TokenizerFast\\ntok=GPT2TokenizerFast.from_pretrained('gpt2',local_files_only=True)\\nz=pickle.load(open('scores.pkl','rb')); p=z['probs']; idx={int(x):i for i,x in enumerate(z['ids'])}\\nfor fn in ['experiments/bal010.json','experiments/global.json']:\\n sel=json.load(open(fn)); total=0; used=[]; hashes=set(); duptok=0\\n texts={}\\n for l in open('data/pool.jsonl'):\\n  d=json.loads(l); texts[d['id']]=d['text']\\n for did in sel:\\n  ids=tok(texts[did],add_special_tokens=False).input_ids; n=len(ids)+1; h=hashlib.blake2b(texts[did].encode(),digest_size=12).digest()\\n  if h in hashes: duptok+=n\\n  hashes.add(h); used.append((did,n)); total+=n\\n  if total>=12000000: break\\n sums=np.zeros(4); counts=np.zeros(4,int)\\n for did,n in used:\\n  k=p[idx[did]].argmax(); sums[k]+=n;counts[k]+=1\\n print(fn,'used docs',len(used),'tok',total,'duptok',duptok,'domain token',sums.astype(int),'docs',counts)\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":1000,\"max_output_tokens\":5000});\ntext(r.output);\nif (r.session_id) text(`SESSION_ID=${r.session_id}`);\n"
}
exec result
Script completed
Wall time 1.3 seconds
Output:
SESSION_ID=56843
#59
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const patch = \"*** Begin Patch\\n*** Add File: /workspace/extra_scan.py\\n+import json,re,pickle,hashlib\\n+import numpy as np\\n+from collections import Counter\\n+\\n+rows=[]\\n+tech_words=re.compile(r\\\"\\\\b(?:python|javascript|java|php|linux|ubuntu|android|jquery|sql|database|array|function|class|method|variable|server|client|api|compiler|programming|code|error|exception|command|script|html|css|xml|github|software|install|application)\\\\b\\\",re.I)\\n+qa_words=re.compile(r\\\"(?:\\\\bhow (?:do|can|would|to)\\\\b|\\\\bi (?:am|have|'m) (?:trying|using|working)|share\\\\|improve|up vote|down vote|add a comment|asked [A-Z][a-z]{2} |stack (?:overflow|exchange))\\\",re.I)\\n+news_words=re.compile(r\\\"\\\\b(?:Reuters|Associated Press|AFP|AP\\\\)|said (?:on |in |at )|reported|spokesman|officials?|minister|government|president|police|court|according to)\\\\b\\\",re.I)\\n+wiki_words=re.compile(r\\\"(?:from Wikipedia|free encyclopedia|\\\\|Born\\\\|\\\\||\\\\|Died\\\\|\\\\||\\\\|Preceded by\\\\|\\\\||\\\\bReferences\\\\b|\\\\bExternal links\\\\b|\\\\[[0-9]+\\\\])\\\",re.I)\\n+bad_words=re.compile(r\\\"(?:cookie policy|sign in|log in|register|skip to (?:main )?content|shopping cart|all rights reserved|privacy policy|terms (?:and|of) (?:conditions|use)|subscribe|toggle navigation|search for:|wordpress themes)\\\",re.I)\\n+for line in open('/workspace/data/pool.jsonl'):\\n+    d=json.loads(line); t=d['text']; n=max(len(t),1); nw=max(len(re.findall(r\\\"[A-Za-z]+\\\",t)),1)\\n+    codechars=sum(t.count(x) for x in ['{','}','();','</','/>','=&gt;','::','()'])\\n+    tech=len(tech_words.findall(t))*100/nw + len(qa_words.findall(t))*180/nw\\n+    html=(t.count('<p>')+t.count('<code>')*2+t.count('<pre>')*2+t.count('&quot;')*.2+t.count('&gt;')*.1)*100/nw\\n+    news=len(news_words.findall(t))*100/nw\\n+    wiki=len(wiki_words.findall(t))*100/nw\\n+    bad=len(bad_words.findall(t))*100/nw\\n+    weird=sum((not c.isprintable()) and c not in '\\\\n\\\\t' for c in t)/n\\n+    moj=t.count('')+t.count('�')+t.count('Ã')+t.count('Â')\\n+    h=int.from_bytes(hashlib.blake2b(t.encode(),digest_size=8).digest(),'little')\\n+    rows.append((d['id'],len(t),tech,html,news,wiki,bad,codechars*100/nw,weird,moj,h))\\n+pickle.dump(np.array(rows,dtype=object),open('/workspace/extra.pkl','wb'),protocol=4)\\n+print('saved',len(rows))\\n*** End Patch\";\ntext(await tools.apply_patch(patch));\nconst r = await tools.exec_command({cmd:\"python extra_scan.py\",\"workdir\":\"/workspace\",\"yield_time_ms\":1000,\"max_output_tokens\":3000});\ntext(r.output);\nif (r.session_id) text(`SESSION_ID=${r.session_id}`);\n"
}
exec result
Script completed
Wall time 1.3 seconds
Output:
{}SESSION_ID=90697
#60
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:56843,chars:\"\",yield_time_ms:30000,max_output_tokens:5000});\ntext(r.output);\n"
}
exec result
Script running with cell ID 45
Wall time 11.0 seconds
Output:
#61
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "45",
  "yield_time_ms": 30000,
  "max_tokens": 5000
}
wait result
Script completed
Wall time 16.6 seconds
Output:
Token indices sequence length is longer than the specified maximum sequence length for this model (5414 > 1024). Running this sequence through the model will result in indexing errors
#62
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:56843,chars:\"\",yield_time_ms:30000,max_output_tokens:5000});\ntext(r.output);\n"
}
exec result
Script completed
Wall time 0.1 seconds
Output:
experiments/bal010.json used docs 10503 tok 12029883 duptok 563837 domain token [2810252 2579188 2765854 3874589] docs [2161 2336 3547 2459]
experiments/global.json used docs 10453 tok 12001805 duptok 164093 domain token [2832573 6675396 1899380  594456] docs [2141 5495 2418  399]
#63
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const patch = \"*** Begin Patch\\n*** Add File: /workspace/token_lengths.py\\n+import json,pickle\\n+import numpy as np\\n+from transformers import GPT2TokenizerFast\\n+tok=GPT2TokenizerFast.from_pretrained('gpt2',local_files_only=True)\\n+ids=[]; lens=[]; batch=[]; bids=[]\\n+def flush():\\n+    if not batch:return\\n+    enc=tok(batch,add_special_tokens=False,return_length=True,truncation=False)\\n+    ids.extend(bids); lens.extend(x+1 for x in enc['length']); batch.clear(); bids.clear()\\n+for line in open('/workspace/data/pool.jsonl'):\\n+    d=json.loads(line); batch.append(d['text']); bids.append(d['id'])\\n+    if len(batch)>=512:flush()\\n+flush(); a=np.zeros(max(ids)+1,dtype=np.int32)\\n+for i,n in zip(ids,lens):a[i]=n\\n+np.save('/workspace/token_lengths.npy',a); print(len(a),a.sum(),np.quantile(a,[0,.5,.9,.99,1]))\\n*** End Patch\";\ntext(await tools.apply_patch(patch));\nconst r = await tools.exec_command({cmd:\"TOKENIZERS_PARALLELISM=false python token_lengths.py\",\"workdir\":\"/workspace\",\"yield_time_ms\":1000,\"max_output_tokens\":3000});\ntext(r.output);\nif (r.session_id) text(`SESSION_ID=${r.session_id}`);\n"
}
exec result
Script completed
Wall time 1.3 seconds
Output:
{}SESSION_ID=63932
#64
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:90697,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);\n"
}
exec result
Script running with cell ID 48
Wall time 11.0 seconds
Output:
#65
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "48",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 15.9 seconds
Output:
#66
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:90697,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);\n"
}
exec result
Script running with cell ID 49
Wall time 11.0 seconds
Output:
#67
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "49",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 12.5 seconds
Output:
#68
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"ps -eo pid,etime,pcpu,rss,args | grep -E 'extra_scan|token_lengths' | grep -v grep; cat .timer/remaining_secs\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":3000});\ntext(r.output);\n"
}
exec result
Script completed
Wall time 0.3 seconds
Output:
 1716       02:09 95.9 149160 python extra_scan.py
 1809       01:18 98.0 4696336 python token_lengths.py
4586
#69
narration

The first balanced candidate reaches 322.9 perplexity versus 476.7 random (32% lower), and beats a quality-only ranking at 344.6. Its consumed prefix still contains about 564k tokens of exact duplicates and over-allocates technical text because word-count scheduling underestimates code’s BPE cost. I’m correcting both before the next comparison.

#70
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:90697,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);\n"
}
exec result
Script running with cell ID 51
Wall time 11.0 seconds
Output:
#71
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "51",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 16.4 seconds
Output:
#72
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:63932,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);\n"
}
exec result
Script running with cell ID 52
Wall time 11.0 seconds
Output:
#73
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "52",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 8.6 seconds
Output:
Token indices sequence length is longer than the specified maximum sequence length for this model (1048 > 1024). Running this sequence through the model will result in indexing errors
#74
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:90697,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(r.output);\n"
}
exec result
Script running with cell ID 53
Wall time 11.0 seconds
Output:
#75
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "53",
  "yield_time_ms": 30000,
  "max_tokens": 3000
}
wait result
Script completed
Wall time 9.7 seconds
Output: