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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
241
duration
1h 14m
recorded
2026-08-04

run iddclm-nano-curation__V4TWBJJ

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

download JSON ↗
codexgpt-5.6-sol253 turns12 narration241 reasoning241 action241 observation1 final
#151
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "87",
  "yield_time_ms": 30000,
  "max_tokens": 2000
}
wait result
Script completed
Wall time 8.7 seconds
Output:
{"chunk_id":"055705","wall_time_seconds":30.001098787,"session_id":57151,"original_token_count":0,"output":""}
#152
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:57151,chars:\"\",yield_time_ms:30000,max_output_tokens:2000});\ntext(JSON.stringify(r));"
}
exec result
Script running with cell ID 88
Wall time 11.0 seconds
Output:
#153
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "88",
  "yield_time_ms": 30000,
  "max_tokens": 2000
}
wait result
Script completed
Wall time 2.0 seconds
Output:
{"chunk_id":"a880c5","wall_time_seconds":16.44152717,"exit_code":0,"original_token_count":16,"output":"HELDOUT_PPL 341.481  loss 5.8333  train_s 56  /tmp/final.npy\n"}
#154
narration

The exact deliverable reproduces the winning candidate and the frozen evaluator reports 341.48, versus 470.95 for random. I’m using the remaining budget for one high-value check: Wikipedia is still the hardest quarter because its target text is pre-tokenized with spaces around punctuation, a signal the word-based selector intentionally ignored. I’ll test whether safely adding naturally pre-tokenized encyclopedia-like pages improves that quarter without admitting low-quality machine text.

#155
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"python - <<'PY'\\nimport json,numpy as np\\nz=np.load('/tmp/pool_scores.npz');q=z['quality'];nw=z['nwords'];c=z['chars'];vals=np.zeros(182016,np.float32)\\nfor line in open('data/pool.jsonl'):\\n o=json.loads(line);t=o['text'];i=o['id']; vals[i]=sum(t.count(x) for x in [' , ',' . ',' ; ',' : ',' ( ',' ) ',' ! ',' ? '])/max(1,nw[i])\\nvalid=(q>=3.5)&(nw>=150)&(c>=700)&(c<=30000)\\nids=np.where(valid)[0];order=ids[np.argsort(-vals[ids])]\\nprint('pct',np.percentile(vals[valid],[50,90,95,99,99.9,100]))\\nwant=set(order[:30]);found={}\\nfor line in open('data/pool.jsonl'):\\n o=json.loads(line)\\n if o['id'] in want:found[o['id']]=' '.join(o['text'].split())[:500]\\nfor i in order[:30]:print(i,round(float(vals[i]),3),round(float(q[i]),2),repr(found[i]))\\nnp.save('/tmp/spacepunct.npy',vals)\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":10000});\ntext(r.output);"
}
exec result
Script running with cell ID 89
Wall time 11.0 seconds
Output:
#156
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "89",
  "yield_time_ms": 30000,
  "max_tokens": 10000
}
wait result
Script completed
Wall time 0.0 seconds
Output:
pct [0.         0.         0.00242424 0.00982319 0.04423809 0.22375   ]
173231 0.224 3.66 "'re going to Jackson, go comb your hair! | Priya the Blog | life & style in Nashville & beyond! Pages About Lookbook Favorites Shop With Me ▼ About Lookbook Favorites Shop With Me Popular Posts 7 Poshmark Tips & Tricks Don't have an account yet? Sign up with my referral code: PRIYAPAPPU & we both get $5 to spend! So I'm kinda obsess... At the Arcade | lip : Wet n Wild Liquid Catsuit in Video Vixen | hoops : Target | blouse: J.Crew Factory | belt: Local Honey | cardigan : H&... Blue Vacation. | l"
142904 0.166 3.75 "African Naturalistas: Benefits of Deep Conditioning Your Child's Natural Hair Pages Home African Naturalistas Product Store Our Sales Outlets AN Team • AN Hair Clinic Become our Affiliate Subscribe to our newsletter Hair Care Videos Diary of an Honest Naturalista Natural Hair FAQs Mane Matters Kids Hair Care DIY Lounge Natural Hair Salons in Africa Contact Us Advert Placement Feature on AN Saturday, 15 March 2014 Benefits of Deep Conditioning Your Child's Natural Hair By DiscoveringNatural Deep "
120248 0.166 3.75 "African Naturalistas: Benefits of Deep Conditioning Your Child's Natural Hair Pages Home African Naturalistas Product Store Our Sales Outlets AN Team • AN Hair Clinic Become our Affiliate Subscribe to our newsletter Hair Care Videos Diary of an Honest Naturalista Natural Hair FAQs Mane Matters Kids Hair Care DIY Lounge Natural Hair Salons in Africa Contact Us Advert Placement Feature on AN Saturday, 15 March 2014 Benefits of Deep Conditioning Your Child's Natural Hair By DiscoveringNatural Deep "
102634 0.142 4.12 'Yahoo Beauty.<|endoftext|>2007-2008: Enters her junior year fully healed from a knee injury suffered her senior year in high school . . . has made tremendous strides in improving her game over the summer . . . is extremely dedicated to becoming a factor in the Spartans’ plans . . . is a tough player that does a great job of directing teammates from the point guard position . . . is a good perimeter shooter but also has no fear of driving the lane. 2006-2007: Saw an increase in playing time, seei'
112271 0.128 4.16 'work!<|endoftext|>It is understood that the processor is a Qualcomm Snapdragon 630 this year with the processor 660 to be accompanied by the flagship model in the end of the chip , is Qualcomm Snapdragon 625 626 of the upgrading of products , Qualcomm Snapdragon 626 are compared in processor performance is improve to a 10 per cent , while the GPU performance increase was 30 % , and the support QC4 . 0 charging , 14nm process is more energy – efficient , high commonly with promoted comprehensive '
36051 0.121 3.95 '<|endoftext|>monsters inc t shirt as skirt of generation that eider down takes) of the leg ministry is gotten , O word model , the freeboard skill business can appear do not the stripe that benefit other coloring of Hermes(love horse) series : The water to is the place and tiger , red color of leather pants of clean , can think their home girl already , achieve a bit , thick , but really of dozen of shape of all goes into thick necklace , polypropylene fine black , N-O , already had near future '
165901 0.107 3.51 "Blog - Wilmont Kreis Wilmont Kreis Home Bookshelf Blog Biography Recent Works Research Guest Book Contact The text you type here will appear directly below the image The Bard 1703 or 1704??? The long march Who/What? Is Andrew? The Raid Amazon.com peruse and buy books here Old Deerfield Road Now available in Print and Kindle on Amazon.com St. Clair Flats Tecumseh Father Gabriel Richard Woodward's plan for new Detroit Seal of Detroit Sacagawea's Child Toussaint Charbonneau Route of Lewis and Clark"
176815 0.107 3.8 '录 Suffusion theme by Sayontan Sinha<|endoftext|>English Woman’s Journal (1858-1864), January 1863, Edition 1 of 1, Page unpag, THE | Nineteenth-Century Serials Edition HOME Nineteenth-Century Serials Edition Facsimiles About Essays Bibliography Northern Star Portraits Facsimiles Home Facsimiles English Woman’s Journal (1858-1864) January 1863 , 1st edition Page unpag THE Current: English Woman’s Journal (1858-1864), January 1863, Edition 1 of 1, Page unpag, THE Page unpag 1 of 72 On this page De'
103608 0.104 3.5 "<|endoftext|>Minor in French (18–33 hours*) - The French and Italian Department requires a minimum of nine minor hours to be taken in residence at BYU for this minor program. These hours may also go toward BYU's 30-hour residency requirement for graduation. - Complete the following prerequisites (or equivalent): FREN 101 : First-Year French, Part 1.FREN 102 : First-Year French, Part 2.FREN 201 : Intermediate French, Part 1.FREN 202 : Intermediate French, Part 2. - Complete the following core cou"
101361 0.098 4.02 'So the END of the WORLD was kind of a letdown . . . I had been anticipating this for two decades . Rather than let disappointment win , I decided I would continue on . I spent the month of December working overtime at Disney and sneeking in spare moments towards my Snarky the Elf 2012 Christmas Story where I could . I chose to broaden my Snarky Universe this year , creating ALL NEW sets to tell the story , add NEW CHARACTERS and in general let my inspiration lead me where it wished . What ensued'
103712 0.095 3.71 'GSM-Forum forums. | You are currently viewing our boards as a guest which gives you limited access to view most discussions and access our other features. By joining our free community you will have access to post topics, communicate privately with other members (PM), respond to polls, upload content and access many other special features. Registration is fast, simple and absolutely free so please, join our community today! If you have any problems with the registration process or your account l'
160029 0.095 3.63 'BoldHeartMama: Cookie Exchange 2009 Pages Home About Jacqueline About BoldHeartMama Journal Stay Curious. Dig Deeper. Nurture What Matters. Be BoldHeart. Enjoy Your Life. Welcome to BoldHeartMama! Join my mailing list for updates! Welcome BoldHeartMamas! Join my mailing list for updates. * indicates required Email Address * Name * The BoldHeartMama desires to enjoy living out the choices that she’s made for herself and for her family. She is a relentless learner: curious, inquisitive, and open t'
22060 0.09 3.65 'Into the Woods in High QualityNow you can enjoying Into the Woods in top video format with duration 125 Min and was released on 2014-12-25 with MPAA rating is 336. - Original Title : Into the Woods - Movie title in your country : Into the Woods - Year of movie : 2014 - Genres of movie : Comedy, Fantasy, Music, Family, - Status of movie : Released - Release date of movie : 2014-12-25 - Companies of movie : Walt Disney Pictures, Lucamar Productions, - Countries of movie : Canada, United Kingdom, U'
21240 0.089 3.74 'Image: / 12 13 2048x1536 with manual exposure of the image Jump to another image > 01 : Epiphan VGA2USB (HD15 on on side) 02 : Mini-USB connector on the other 03 : Lots of motion artifacts 04 : 800x600 05 : 1024x768 06 : 1024x768 with additional sharpening of the capture... 07 : 1280x1024 08 : 1280x1024 with additional sharpening of the captur... 09 : 1600x1200 10 : 1600x1200 with additional sharpening of the captur... 11 : 2048x1536 12 : 2048x1536 with manual exposure of the image 13 : 2048x153'
83599 0.084 3.77 ')<|endoftext|>F Tanner MacMaster, a first-round selection by the Spokane Chiefs in the 2011 bantam draft, apparently has chosen to take the NCAA route. MacMaster, a Calgarian who turned 17 on Jan 8, indicated via his Twitter account (@TannerMacMaster) on Wednesday night that he has “committed to Boston College.” MacMaster was selected 19th overall by the Chiefs. He is playing his first season with the AJHL’s Camrose Kodiaks, for whom he put up 47 points, including 24 goals, in 54 regular-season '
4428 0.082 3.51 'Download Full The Sapphires in Best Video FormatNow you can play full The Sapphires in high quality with duration 103 Min and was published in 2012-08-09 with MPAA rating is 32. - Original Title : The Sapphires - Movie title in your country : The Sapphires - Year of movie : 2012 - Genres of movie : Comedy, Drama, - Status of movie : Released - Release date of movie : 2012-08-09 - Companies of movie : Goalpost Pictures, - Countries of movie : Australia, - Language of movie : English, - Durationof'
179878 0.082 3.77 '© 2019 The Surgical Center of Morehead City<|endoftext|>Helping New Zealand Exporters Tell Stronger Stories Home The imperative Our people Our services What others are saying Latest Links Contact us Menu Home The imperative Our people Our services What others are saying Latest Links Contact us Latest news & articles wine wine Bridging a trade divide Posted @ 17/09/2014 8:08 a.m. By Chris Wilson Many times in my career, the courage and acumen of New Zealand exporters has inspired me. This happene'
101230 0.08 3.66 'An enhancement of my first test wad. Walk on the red carpet. E1M2 A rather big theatre level. Experience being on and off stage. E1M3 A smaller theatre level in ancient style. E1M4 Avoid demon crossfire, if you can. A rather big and tough level. E1M5 Small level with figurative automap. E1M1, E1M2, E1M3, E1M4, E1M5 ================================================================ Title : Fame Filename : FAME.WAD Description E1M1 : An enhancement of my first test wad. Walk on the red carpet. E1M2 '
48659 0.079 3.75 '<|endoftext|>Best Black or White in Best QualityNow you can watch full Black or White in top video format with duration 121 Min and was released on 2015-01-30 and MPAA rating is 3. - Original Title : Black or White - Movie title in your country : Black or White - Year of movie : 2015 - Genres of movie : Drama, - Status of movie : Released - Release date of movie : 2015-01-30 - Companies of movie : Treehouse Pictures, - Countries of movie : United States of America, - Language of movie : English,'
168509 0.078 3.83 'Powered by Shoes Cheap Canada<|endoftext|>The New Yorker Digital Edition : May 18, 1957 Prev Browse Issues This issue Search Print Help Log in Instructions TURN PAGES using the arrows. zoom in by clicking on the page. move the zoomed-in page around by dragging it. ZOOM OUT by clicking on the zoomed-in page. THIS ISSUE displays thumbnails; jump to a page or a section. BROWSE ISSUES contains our full archive. REPORT a problem with our archive viewer. QUESTION about your subscription? Contact us. N'
169305 0.076 3.54 "Sitemap | RSS | Trademark<|endoftext|>Separated by a Common Language: scatological adjectives '; var startBlockContent = ' '; var endBlockContent = ' '; var endBlock = ' '; widgetContent = startBlockContent + widgetContent + endBlockContent; if (widgetTitle && true) { widgetContent = startBlockHeader + widgetTitle + endBlockHeader + widgetContent; } $(widget).html(startBlock + widgetContent + endBlock); if (widget.hasClass('Subscribe')) { widget.css({ 'position': 'relative', 'z-index': '2' }) } "
107028 0.076 4.06 'may apply.<|endoftext|>Reviews by AlexGeneric BioshockAlexGeneric | Oct. 17, 2013 | Review of Bioshock Infinite Can the game be art? Tell the story of life as a book ? To convey the emotions the characters as the movie ? Turn into the world , fully absorbing the attention of gamers ? The simple answer is , yes! BioShock Infinite has answered all of my questions . City in the clouds striking in its beauty and incredible event. When he saw with his own eyes utopia with flying buildings , streets, '
3334 0.073 3.67 '2019 Mini Twins Stereo Microphone Wireless Earbuds for All Smart Phone Line Length: : None With Microphone: : Yes Wireless Type: : bluetooth Plug Type: : Wireless Function: : For Mobile Phone,HiFi Headphone,For iPod,Sport Connectors: : USB Style: : In-Ear Communication: : Wireless Support Memory Card: : No Is wireless: : Yes Brand Name: Egreat Volume Control: Yes Control Button: : Yes Function: : Microphone, Wireless Headphone, Portable, Bluetooth Time to market: : 2019 Color: : BLACK / WHITE Bl'
54304 0.072 3.82 'Share this article Bitcoin ( $29,167.00 ) has broken below $50,000 again. Other Layer 1 coins like Ethereum ( $1,955.42 ) , Solana, Terra, and Polkadot ( $9.66 ) are also down today. Bitcoin ( $29,167.00 ) Faces Resistance Bitcoin ( $29,167.00 ) is pushing the cryptocurrency market into the red. The leading crypto asset failed to break resistance at $52,000 Monday, leading to a sharp decline below $50,000. It’s currently trading at $49,250. Bitcoin ( $29,167.00 ) ’s retrace comes as several indi'
27274 0.07 3.94 "A new year is come and you're still not gone. I can feel you creeping up on me. You feed on my energy, yet, I cannot see you. I'm glad I can't see your face. You smell like an old forgotten rot underneath a seam of doors hiding the old death of forgotten men. Your cousin looms, taunting me to acknowledge your presence. You climb on my back--you've caught up to me. I've tried running, it doesn't help. You live under my shadow; you're quiet like him too. I can hear the smack of your lips graze acr"
99620 0.069 3.68 '?<|endoftext|>Free Streaming Final Girl in Best LookNow you can play full Final Girl in top quality with duration 90 Min and has been aired on 2015-08-14 and MPAA rating is 57. - Original Title : Final Girl - Movie title in your country : Final Girl - Year of movie : 2015 - Genres of movie : Action, Drama, Thriller, - Status of movie : Released - Release date of movie : 2015-08-14 - Companies of movie : NGN Productions, Prospect Park, Final Girl Productions, - Countries of movie : United States '
33185 0.069 3.75 "<|endoftext|>|Reviews for Rise of all of the Guardians| | words infinity 4/12/13 . chapter 12 You seriously need to spell check this. Please. You're hurting me with the way this is so terribly spelled. But the scary thing is you looked like you put alot of thought and work into this. Its very nice and i like how its put together. I give it a B- | majestic.beauty.sealed.in.ice 1/21/13 . chapter 12 Nice! Good job! :) | Guest 1/19/13 . chapter 2 YOU EVIL LYING PERSON! DIEEEEEEEEEEEEEEEEEEEEEEEEEE E"
113425 0.068 3.63 'Watch Streaming Harry Potter and the Prisoner of Azkaban in Best Quality. Play Streaming Harry Potter and the Prisoner of Azkaban in Best Video Format. Play Movie Harry Potter and the Prisoner of Azkaban in High Quality Video. Full Streaming Harry Potter and the Prisoner of Azkaban in High Quality. Full Movie Streaming Harry Potter and the Prisoner of Azkaban in High Definition Format. You will observe complete description of Harry Potter and the Prisoner of Azkaban below: - Original Title : Har'
8671 0.067 4.09 'All schools are reporting that the profile of their child population is becoming more complex . There are multiple reasons for this – disadvantage , deprivation and disability , all give rise to vulnerabilities in childhood and adolescence . What is common across these children is that their learning profile , the ways in which they engage as successful learners , is not typical to those learning pathways that we, as teachers, may have traditionally seen . Thus we need new tools in our teaching '
99788 0.066 3.7 '<|endoftext|>Fluticasone propionate is a highly selective agonist at the glucocorticoid receptor with negligible activity at androgen , estrogen , or mineralocorticoid receptors , thereby producing anti-inflammatory and vasoconstriction effects. It has been shown to have a wide range of inhibitory effects on multiple cell types (. mast cell , eosinophil , neutrophil , macrophages , and lymphocytes ) and mediators (. histamine , eicosanoids , leukotrienes , and cytokines ) involved in inflammatio'
#157
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"python - <<'PY'\\nimport numpy as np\\nz=np.load('/tmp/pool_scores.npz');q=z['quality'];c=z['chars'];nw=z['nwords'];v=np.load('/tmp/spacepunct.npy')\\nfor qm in [3.5,3.8,4.0,4.05,4.1]:\\n x=(q>=qm)&(nw>=150)&(c<=30000)\\n for r in [.005,.01,.02,.04]:print(qm,r,int(((v>=r)&x).sum()),round(c[(v>=r)&x].sum()/1e6,1),end=' | ')\\n print()\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":3000});\ntext(r.output);"
}
exec result
Script completed
Wall time 0.3 seconds
Output:
3.5 0.005 2281 8.2 | 3.5 0.01 906 3.3 | 3.5 0.02 347 1.1 | 3.5 0.04 120 0.5 | 
3.8 0.005 1610 5.3 | 3.8 0.01 593 1.9 | 3.8 0.02 213 0.6 | 3.8 0.04 62 0.2 | 
4.0 0.005 882 2.8 | 4.0 0.01 311 1.0 | 4.0 0.02 105 0.3 | 4.0 0.04 33 0.1 | 
4.05 0.005 609 1.9 | 4.05 0.01 211 0.6 | 4.05 0.02 66 0.2 | 4.05 0.04 17 0.1 | 
4.1 0.005 289 0.9 | 4.1 0.01 94 0.3 | 4.1 0.02 31 0.1 | 4.1 0.04 8 0.0 | 
#158
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"python - <<'PY'\\nimport numpy as np,json\\nz=np.load('/tmp/pool_scores.npz');s=z['scores'];q=z['quality'];c=z['chars'];nw=z['nwords'];sp=np.load('/tmp/spacepunct.npy');v=(nw>=150)&(c>=700)&(c<=30000)&(q>=3.5);ids=np.where(v)[0]\\ndef make(path,beta):\\n ranks=[]\\n for k in range(4):\\n  sc=s[:,k]+(beta*sp if k==0 else 0);ranks.append(ids[np.argsort(-sc[ids])].tolist())\\n sh=[.25,.2,.25,.3];pos=[0]*4;mass=[0.]*4;used=set();out=[]\\n while sum(mass)<40e6:\\n  k=min(range(4),key=lambda x:mass[x]/sh[x])\\n  while ranks[k][pos[k]] in used:pos[k]+=1\\n  i=ranks[k][pos[k]];pos[k]+=1;used.add(i);out.append(int(i));mass[k]+=c[i]/4+1\\n json.dump(out,open(path,'w'));print(path,len(out),mass,'diff first',sum(a!=b for a,b in zip(out,json.load(open('/tmp/mixB.json')))))\\nmake('/tmp/fmt5.json',5)\\nmake('/tmp/fmt10.json',10)\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":3000});\ntext(r.output);"
}
exec result
Script completed
Wall time 0.7 seconds
Output:
/tmp/fmt5.json 41804 [10001309.75, 8000857.25, 9998963.75, 12004877.25] diff first 41079
/tmp/fmt10.json 41777 [9998728.75, 8000047.5, 9998671.5, 12003919.0] diff first 41368
#159
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"python fastpack.py /tmp/fmt5.json /tmp/fmt5.npy\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":2000});\ntext(JSON.stringify(r));"
}
exec result
Script running with cell ID 92
Wall time 11.0 seconds
Output:
#160
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "92",
  "yield_time_ms": 30000,
  "max_tokens": 2000
}
wait result
Script completed
Wall time 15.7 seconds
Output:
{"chunk_id":"c515d2","wall_time_seconds":30.002364307,"session_id":65261,"original_token_count":46,"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\n"}
#161
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:65261,chars:\"\",yield_time_ms:30000,max_output_tokens:1000});\ntext(JSON.stringify(r));"
}
exec result
Script completed
Wall time 0.0 seconds
Output:
{"chunk_id":"8935eb","wall_time_seconds":0.000003504,"exit_code":0,"original_token_count":11,"output":"packed 12000000 tokens from 15376 documents\n"}
#162
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"python train_diag.py --train_npy /tmp/fmt5.npy --heldout_npy data/multi_dev.npy\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":2000});\ntext(JSON.stringify(r));"
}
exec result
Script running with cell ID 94
Wall time 11.0 seconds
Output:
#163
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "94",
  "yield_time_ms": 30000,
  "max_tokens": 2000
}
wait result
Script completed
Wall time 16.1 seconds
Output:
{"chunk_id":"02450d","wall_time_seconds":30.001474375,"session_id":8605,"original_token_count":0,"output":""}
#164
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:8605,chars:\"\",yield_time_ms:30000,max_output_tokens:2000});\ntext(JSON.stringify(r));"
}
exec result
Script running with cell ID 95
Wall time 11.0 seconds
Output:
#165
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "95",
  "yield_time_ms": 30000,
  "max_tokens": 2000
}
wait result
Script completed
Wall time 12.1 seconds
Output:
{"chunk_id":"fdef08","wall_time_seconds":27.483015985,"exit_code":0,"original_token_count":22,"output":"LOSSES 6.5641 5.5886 5.7212 5.3907 PPLS 709.2 267.4 305.3 219.4 TOTAL 335.6747201221915\n"}
#166
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"python fastpack.py /tmp/fmt10.json /tmp/fmt10.npy\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":2000});\ntext(JSON.stringify(r));"
}
exec result
Script running with cell ID 96
Wall time 11.0 seconds
Output:
#167
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "96",
  "yield_time_ms": 30000,
  "max_tokens": 2000
}
wait result
Script completed
Wall time 15.4 seconds
Output:
{"chunk_id":"a87217","wall_time_seconds":30.002008485,"session_id":67597,"original_token_count":46,"output":"Token indices sequence length is longer than the specified maximum sequence length for this model (1489 > 1024). Running this sequence through the model will result in indexing errors\n"}
#168
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:67597,chars:\"\",yield_time_ms:30000,max_output_tokens:1000});\ntext(JSON.stringify(r));"
}
exec result
Script completed
Wall time 0.0 seconds
Output:
{"chunk_id":"c395ba","wall_time_seconds":0.000004209,"exit_code":0,"original_token_count":11,"output":"packed 12000000 tokens from 15355 documents\n"}
#169
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"python train_diag.py --train_npy /tmp/fmt10.npy --heldout_npy data/multi_dev.npy\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":2000});\ntext(JSON.stringify(r));"
}
exec result
Script running with cell ID 98
Wall time 11.0 seconds
Output:
#170
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "98",
  "yield_time_ms": 30000,
  "max_tokens": 2000
}
wait result
Script completed
Wall time 14.1 seconds
Output:
{"chunk_id":"bbcf3a","wall_time_seconds":30.001844849,"session_id":39486,"original_token_count":0,"output":""}
#171
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.write_stdin({session_id:39486,chars:\"\",yield_time_ms:30000,max_output_tokens:2000});\ntext(JSON.stringify(r));"
}
exec result
Script running with cell ID 99
Wall time 11.0 seconds
Output:
#172
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "99",
  "yield_time_ms": 30000,
  "max_tokens": 2000
}
wait result
Script completed
Wall time 8.3 seconds
Output:
{"chunk_id":"0d91e4","wall_time_seconds":22.69062216,"exit_code":0,"original_token_count":23,"output":"LOSSES 6.5225 5.5844 5.7100 5.3849 PPLS 680.3 266.3 301.9 218.1 TOTAL 330.45420186654286\n"}
#173
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"python - <<'PY'\\nimport numpy as np,json\\nz=np.load('/tmp/pool_scores.npz');s=z['scores'];q=z['quality'];c=z['chars'];nw=z['nwords'];sp=np.load('/tmp/spacepunct.npy');v=(nw>=150)&(c>=700)&(c<=30000)&(q>=3.5);ids=np.where(v)[0]\\ndef make(path,b):\\n ranks=[]\\n for k in range(4):\\n  sc=s[:,k]+(b*sp if k==0 else 0);ranks.append(ids[np.argsort(-sc[ids])].tolist())\\n sh=[.25,.2,.25,.3];p=[0]*4;m=[0.]*4;u=set();o=[]\\n while sum(m)<40e6:\\n  k=min(range(4),key=lambda x:m[x]/sh[x])\\n  while ranks[k][p[k]] in u:p[k]+=1\\n  i=ranks[k][p[k]];p[k]+=1;u.add(i);o.append(int(i));m[k]+=c[i]/4+1\\n json.dump(o,open(path,'w'));print(path,len(o))\\nmake('/tmp/fmt20.json',20);make('/tmp/fmt30.json',30);make('/tmp/fmt50.json',50)\\nPY\\ncat .timer/remaining_secs\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":3000});\ntext(r.output);"
}
exec result
Script completed
Wall time 0.8 seconds
Output:
/tmp/fmt20.json 41741
/tmp/fmt30.json 41721
/tmp/fmt50.json 41607
2617
#174
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec
args
{
  "input": "const r = await tools.exec_command({cmd:\"python fastpack.py /tmp/fmt20.json /tmp/fmt20.npy\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":2000});\ntext(JSON.stringify(r));"
}
exec result
Script running with cell ID 101
Wall time 11.0 seconds
Output:
#175
reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolwait
args
{
  "cell_id": "101",
  "yield_time_ms": 30000,
  "max_tokens": 2000
}
wait result
Script completed
Wall time 13.2 seconds
Output:
{"chunk_id":"661eea","wall_time_seconds":30.000895279,"session_id":86146,"original_token_count":46,"output":"Token indices sequence length is longer than the specified maximum sequence length for this model (1489 > 1024). Running this sequence through the model will result in indexing errors\n"}