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
- 217
- duration
- 1h 4m
- recorded
- 2026-08-03
run iddclm-nano-curation__5zjKKAd
Everything gpt-5.6-sol did on this task, in order.
download JSON ↗I’ll first profile the corpus, inspect the frozen tokenization/training path, and measure the available experiment budget. Then I’ll build a reproducible domain-balanced quality ranker, validate coverage exactly with GPT-2 tokens, and use dev training runs to tune only the highest-impact choices.
encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await Promise.all([\n tools.exec_command({cmd:\"cat /workspace/.timer/remaining_secs && du -h /workspace/data/pool.jsonl /workspace/data/multi_dev.npy && wc -l /workspace/data/pool.jsonl && sed -n '1,240p' /workspace/train_nano.py\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":30000}),\n tools.exec_command({cmd:\"rg --files -g 'AGENTS.md' -g '!data/**' /workspace /tmp/codex-home 2>/dev/null | head -50\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":2000}),\n tools.exec_command({cmd:\"ls -la /workspace && ls -la /workspace/data && nvidia-smi --query-gpu=name,memory.total,memory.free --format=csv,noheader\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":5000})\n]);\nfor (const x of r) text(x);\n"
}exec result
Script completed
Wall time 1.2 seconds
Output:
{"chunk_id":"8a06c8","wall_time_seconds":0.685800497,"exit_code":0,"original_token_count":767,"output":"5380\n773M\t/workspace/data/pool.jsonl\n2.0M\t/workspace/data/multi_dev.npy\n182016 /workspace/data/pool.jsonl\n\"\"\"From-scratch nano-GPT (30M) LM training on a 1D token .npy; report held-out perplexity.\nFrozen recipe — the ONLY thing that varies between runs is the training token set.\"\"\"\nimport argparse, math, time, numpy as np, torch\nfrom model import GPT, GPTConfig\n\nap = argparse.ArgumentParser()\nap.add_argument(\"--train_npy\", required=True)\nap.add_argument(\"--heldout_npy\", required=True)\nap.add_argument(\"--out_json\", required=True)\nap.add_argument(\"--max_iters\", type=int, default=3000)\nap.add_argument(\"--warmup\", type=int, default=150)\nap.add_argument(\"--batch\", type=int, default=32)\nap.add_argument(\"--block\", type=int, default=256)\nap.add_argument(\"--lr\", type=float, default=6e-4)\nap.add_argument(\"--seed\", type=int, default=1337)\na = ap.parse_args()\n\ntorch.manual_seed(a.seed); np.random.seed(a.seed)\ndev = \"cuda\"\ntr = np.load(a.train_npy); ho = np.load(a.heldout_npy)\ntr = torch.from_numpy(tr.astype(np.int64)); ho = torch.from_numpy(ho.astype(np.int64))\nrng = np.random.default_rng(a.seed)\n\nmodel = GPT(GPTConfig(block_size=a.block, vocab_size=50257, n_layer=6, n_head=6,\n n_embd=384, dropout=0.0, bias=False)).to(dev)\nopt = model.configure_optimizers(0.1, a.lr, (0.9, 0.95), \"cuda\")\n\ndef lr_at(it):\n if it < a.warmup: return a.lr * (it + 1) / (a.warmup + 1)\n r = (it - a.warmup) / max(1, a.max_iters - a.warmup)\n return 0.1 * a.lr + 0.5 * (1 + math.cos(math.pi * r)) * (a.lr - 0.1 * a.lr)\n\ndef get_batch(src):\n ix = rng.integers(0, len(src) - a.block - 1, size=a.batch)\n x = torch.stack([src[i:i+a.block] for i in ix]).to(dev)\n y = torch.stack([src[i+1:i+1+a.block] for i in ix]).to(dev)\n return x, y\n\nt0 = time.time()\nmodel.train()\nfor it in range(a.max_iters):\n for g in opt.param_groups: g[\"lr\"] = lr_at(it)\n x, y = get_batch(tr)\n with torch.autocast(\"cuda\", dtype=torch.bfloat16):\n _, loss = model(x, y)\n opt.zero_grad(set_to_none=True); loss.backward()\n torch.nn.utils.clip_grad_norm_(model.parameters(), 1.0); opt.step()\ntrain_s = time.time() - t0\n\n# held-out perplexity: mean next-token CE over non-overlapping windows (window-weighted)\nimport json\nmodel.eval()\nnwin = (len(ho) - 1) // a.block\nstarts = [j * a.block for j in range(nwin)]\nsum_loss, nseen = 0.0, 0\nwith torch.no_grad():\n for i in range(0, nwin, a.batch):\n bs = starts[i:i+a.batch]\n x = torch.stack([ho[s:s+a.block] for s in bs]).to(dev)\n y = torch.stack([ho[s+1:s+1+a.block] for s in bs]).to(dev)\n with torch.autocast(\"cuda\", dtype=torch.bfloat16):\n _, l = model(x, y)\n sum_loss += l.item() * len(bs); nseen += len(bs)\nmean_loss = sum_loss / max(1, nseen)\nppl = math.exp(mean_loss)\nout = {\"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)}\njson.dump(out, open(a.out_json, \"w\"))\nprint(f\"HELDOUT_PPL {ppl:.3f} loss {mean_loss:.4f} train_s {train_s:.0f} {a.train_npy}\")\n"}{"chunk_id":"844dfc","wall_time_seconds":0.000089556,"exit_code":0,"original_token_count":0,"output":""}{"chunk_id":"22ae45","wall_time_seconds":0.000010179,"exit_code":0,"original_token_count":220,"output":"total 14\ndrwxr-xr-x 1 root root 100 Aug 3 23:26 .\ndrwxr-xr-x 1 root root 180 Aug 3 23:26 ..\ndrwxr-xr-x 1 root root 60 Aug 3 23:26 .live\ndrwxr-xr-x 1 root root 100 Aug 3 23:26 .metrics\ndrwxr-xr-x 1 root root 140 Aug 3 23:26 .timer\ndrwxr-xr-x 1 root root 57 Aug 3 22:37 data\n-rwxrwxr-x 1 root root 714 Aug 3 22:34 dev_eval.sh\n-rw-rw-r-- 1 root root 5706 Aug 3 22:34 model.py\n-rw-rw-r-- 1 root root 869 Aug 3 22:34 pack_selection.py\ndrwxr-xr-x 1 root root 10 Aug 3 22:37 submission\n-rwxrwxr-x 1 root root 1509 Aug 3 22:34 timer.sh\n-rw-rw-r-- 1 root root 2962 Aug 3 22:34 train_nano.py\ntotal 792657\ndrwxr-xr-x 1 root root 57 Aug 3 22:37 .\ndrwxr-xr-x 1 root root 100 Aug 3 23:26 ..\n-r--r--r-- 1 root root 2000128 Aug 3 22:34 multi_dev.npy\n-r--r--r-- 1 root root 809679384 Aug 3 22:35 pool.jsonl\nNVIDIA H100 80GB HBM3, 81559 MiB, 81076 MiB\n"}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await Promise.all([\n tools.exec_command({cmd:\"sed -n '1,240p' pack_selection.py && sed -n '1,200p' dev_eval.sh && sed -n '1,220p' timer.sh\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":12000}),\n tools.exec_command({cmd:\"python - <<'PY'\\nimport json,itertools,statistics,re\\np='/workspace/data/pool.jsonl'\\nfor d in itertools.islice(map(json.loads,open(p)),20):\\n print('\\\\nID',d['id'],'LEN',len(d['text']),'\\\\n',repr(d['text'][:500]))\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":15000}),\n tools.exec_command({cmd:\"python - <<'PY'\\nimport numpy as np\\nx=np.load('/workspace/data/multi_dev.npy')\\nprint(x.shape,x.dtype,x.min(),x.max(),x[:100])\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":3000})\n]);\nfor (const x of r) text(x);\n"
}exec result
Script completed
Wall time 0.4 seconds
Output:
{"chunk_id":"e2305d","wall_time_seconds":0.000010471,"exit_code":0,"original_token_count":773,"output":"\"\"\"Solver-side: pack a selection.json (ordered ids) into a 12M-token train array from pool.jsonl.\"\"\"\nimport json, sys, numpy as np\nfrom transformers import AutoTokenizer\n\nPOOL = \"/workspace/data/pool.jsonl\"\nSEL = sys.argv[1] if len(sys.argv) > 1 else \"/workspace/submission/selection.json\"\nOUT = sys.argv[2] if len(sys.argv) > 2 else \"/tmp/dev_train.npy\"\nBUDGET = 12_000_000\n\ntok = AutoTokenizer.from_pretrained(\"gpt2\"); EOS = tok.eos_token_id\ntext = {}\nfor line in open(POOL):\n r = json.loads(line); text[r[\"id\"]] = r[\"text\"]\nsel = json.load(open(SEL))\nparts, tot = [], 0\nfor i in sel:\n ids = tok(text[i], add_special_tokens=False).input_ids\n parts.extend(ids); parts.append(EOS); tot += len(ids) + 1\n if tot >= BUDGET: break\narr = np.array(parts[:BUDGET], dtype=np.uint16)\nnp.save(OUT, arr)\nprint(f\"packed {len(arr)} tokens from {len(sel)} ids -> {OUT}\")\n#!/bin/bash\n# Diagnostic: train the frozen 30M GPT on your selection and report DEV perplexity.\n# Usage: bash dev_eval.sh [selection.json] (default /workspace/submission/selection.json)\n# NOTE: the official target is a DIFFERENT (hidden) sample from the same HQ domain.\nset -euo pipefail\nexport TOKENIZERS_PARALLELISM=false\nSEL=\"${1:-/workspace/submission/selection.json}\"\ncd /workspace\npython3 pack_selection.py \"$SEL\" /tmp/dev_train.npy\npython3 train_nano.py --train_npy /tmp/dev_train.npy --heldout_npy /workspace/data/multi_dev.npy \\\n --out_json /tmp/dev.json --max_iters 3000 --seed 1337 2>&1 | grep HELDOUT_PPL\necho \"(dev PPL on multi_dev; official uses a hidden disjoint sample of the same HQ domain)\"\n#!/usr/bin/env bash\n# Budget timer daemon — writes /workspace/.timer/remaining_secs every 10s so the\n# solver can poll time left instead of doing wall-clock arithmetic.\n#\n# Budget (seconds) comes from $TASK_BUDGET_SECS (set by the runner to the agent\n# timeout). Idempotent via a PID file. On ScaleTrain the trial runner starts its\n# own timer; this file is the fallback for the Modal/local harbor backends, which\n# bootstrap /workspace/timer.sh on environment start. The fallback default below\n# (7200 = 2 h) matches this task's [agent] timeout_sec and is only used if\n# $TASK_BUDGET_SECS is unset.\nset -u\nTIMER_DIR=\"/workspace/.timer\"\nPID_FILE=\"$TIMER_DIR/timer.pid\"\nmkdir -p \"$TIMER_DIR\"\n\nif [ -s \"$PID_FILE\" ] && kill -0 \"$(cat \"$PID_FILE\" 2>/dev/null)\" 2>/dev/null; then\n exit 0 # already running\nfi\necho $$ > \"$PID_FILE\"\ntrap 'rm -f \"$PID_FILE\"' EXIT INT TERM\n\nSTART=$(date +%s)\nBUDGET=\"${TASK_BUDGET_SECS:-7200}\"\necho \"$START\" > \"$TIMER_DIR/start_epoch\"\necho \"$BUDGET\" > \"$TIMER_DIR/budget_secs\"\n\nwhile true; do\n NOW=$(date +%s)\n ELAPSED=$((NOW - START))\n REMAINING=$((BUDGET - ELAPSED))\n [ \"$REMAINING\" -lt 0 ] && REMAINING=0\n echo \"$REMAINING\" > \"$TIMER_DIR/remaining_secs\"\n echo \"$ELAPSED\" > \"$TIMER_DIR/elapsed_secs\"\n [ \"$REMAINING\" -le 1800 ] && [ ! -f \"$TIMER_DIR/alert_30min\" ] && touch \"$TIMER_DIR/alert_30min\"\n [ \"$REMAINING\" -le 600 ] && [ ! -f \"$TIMER_DIR/alert_10min\" ] && touch \"$TIMER_DIR/alert_10min\"\n [ \"$REMAINING\" -le 0 ] && break\n sleep 10\ndone\n"}{"chunk_id":"341b5a","wall_time_seconds":0.000103587,"exit_code":0,"original_token_count":2498,"output":"\nID 0 LEN 414 \n '|Viewing Single Post From: Spoilers for the Week of February 11th|\\n|Lil||Feb 1 2013, 09:58 AM|\\nDon\\'t care about Chloe/Taniel/Jen-Jen. Don\\'t care about Sami, really, but hoping that we get some good \"SAMANTHA GENE!!\" Marlena Death-Stares out of it. And \"newfound\" feelings. Please. If only.\\nSTEFANO!! STEFANO, STEFANO, STEFANO!!!! :cheer:\\n|Spoilers for the Week of February 11th · DAYS: News, Spoilers & Discussion|'\n\nID 1 LEN 3018 \n '*sigh* Fundamentalist community, let me pass on some advice to you I learned from the atheistic community:\\nIf you have set yourself on fire, do not run.\\nOkay? Okay?? Please?\\nLook, D, you had two months to say to Harvard in private emails, \"Im sorry, I shouldnt have been using that animation in my paid presentations. I wont use it again. I really do like \\'Inner Life\\', though, and would love to use it in classroom presentations, from the BioVisions site, if that is acceptable.\"\\nI sat here, for two'\n\nID 2 LEN 2825 \n 'A novel two-step immunotherapy approach has shown clinically beneficial responses in patients with advanced ovarian cancer. Following Lifestyle Recommendations Reduces Risk of Cancer Death\\nPeople who follow the diet and lifestyle recommendations laid out by the WCRF and the AICR have a 20 percent reduced risk of dying from cancer. UCSF Launches Social Networking Site for Patients and Families with Hereditary Cancers\\nFor Immediate Release May 14, 2013 UCSF Launches Social Networking Site for Pati'\n\nID 3 LEN 2467 \n 'Free the Cans! Working Together to Reduce Waste\\nIn a blog about how people share, it’s worth the occasional reference to the bizarre ways that people DON’T SHARE. Is it safe to say we live in a society that places great value on independence, private property, personal space, and privacy? Even sometimes extreme value? Is that why people at an 8-unit apartment building in Oakland, CA have separate caged stalls for eight separate trash cans? I know it’s not nice to stare, but I walked by these inc'\n\nID 4 LEN 3303 \n 'ORLANDO, Fla. — While the Rapid Recall Exchange, the 2-year-old industry recall portal, has signed up more than 600 manufacturer and retailer subscribers, it still lacks the “critical mass” of suppliers that would make it a primary source of recall information, according to trade association officials and retailers.\\nManufacturers use the exchange to communicate timely and accurate product recall and withdrawal notifications to retailer and wholesaler headquarters, which in turn share the informa'\n\nID 5 LEN 2744 \n 'September 28, 2010\\n2010 Season - Bowman pulls down CCIW honor\\n|Matt Bowman was named CCIW \"Runner of the Week\" after his fourth place finish at the Brissman-Lundeen Invitational in Rock Island, Illinois on September 24.|\\nAugustana senior Matt Bowman (Geneva HS, Elburn, Ill.) was selected as the “Runner of the Week” in the College Conference of Illinois & Wisconsin. Bowman’s strong performance helped the Vikings finish second at the Brissman-Lundeen Invitational at Augustana College in Rock Islan'\n\nID 6 LEN 1544 \n 'Kraft Foods has taken the Cadbury chocolate brand in a new direction, by combining it with cheese for the first time.\\nThe company is bringing together two of its brands and launching Philadelphia with Cadbury, a chilled chocolate spread made from Philadelphia Light and Cadbury chocolate.\\nKraft believes the new product has the potential to do very well and is targeting £10m in sales in the first year.\\nThe new cheese and chocolate spread is being launched on 1 February and will be appear in the ch'\n\nID 7 LEN 417 \n 'You must be a registered member to view this page.|\\nIf you are already a member, sign in now.\\nTo register for your own account, sign up now.\\nSigning up will REMOVE MOST OF THE ANNOYING ADS from your screen.\\nCLICK HERE TO CREATE YOUR ACCOUNT\\n- Get advice\\n- Make friends\\n- Share your expertise\\n- Post in our forums\\n- Send private messages\\n- Join interest groups\\n- Be a community leader\\n- Track your mood\\n- Upload photos'\n\nID 8 LEN 3539 \n '|Facility Type:||Full Service Restaurant|\\n|Inspection date:||March 27, 2012|\\n|Number of critical violations:||3|\\n|Number of non-critical violations:||3|\\nDefinition of critical and non critical violations\\n|Code||Observation / Corrective Action|\\n|2-201.11(A)(1)-(5)|| Critical Repeat Upon discussion with the person-in-charge, one or more of the elements of an effective employee health policy is either missing or incomplete. A complete employee health policy is required to be in place at the food es'\n\nID 9 LEN 1764 \n 'News of the Week\\nBarrie Spring Studio Tour\\nApril 27th & 28th\\n10:00 til 4:00 pm\\nCome on down to Jill Price Studios this weekend to check out works I have created over the last year, as well as find some neat works from my artistic past in tje awesome sales bins created just for this weekend. You will also be able to see the upcycled creations of Lisa Brunetta. From popcan earrings to oil paintings of beach scenes, you may not need to head anywhere else.\\nHit us first, if you still need to pick up '\n\nID 10 LEN 1307 \n 'Category Archives: 2010 – 2011\\nTO: The University Community RE: Budget Challenges for 2011-2012 and the 2011 Regular Legislative Session Weeks ago, the Jindal administration sought to lessen state-wide tensions over the future funding of postsecondary education by announcing that any budget cut for the 2011-2012 fiscal year would not amount to more than 10 percent. While providing no specificity [...]\\nDr. Stephen T. Hulbert, president of Nicholls State University, issued the following statement '\n\nID 11 LEN 476 \n 'The Net Neutrality repeal vote is coming. Tell these Dems to vote Yes.\\nThe House of Representatives is likely to vote tomorrow, Thursday, on the repeal of the FCC’s Net Neutrality power grab. Using the Congressional Review Act, the repeal of the Net Neutrality order can be accomplished in an expedited way. In particular this means the bill cannot be filibustered in the Senate, so passing it means something. As Seton Motley said: This is our first opportunity | Read More »'\n\nID 12 LEN 414 \n 'Game Index |\\nDeeper into the DarklandsYour Next Campaign picks up the action at Act II, in Beneath a Granite Sky, Part II.\\n[ Read FAQ | Subscribe to RSS | Partner Sites | Contact Us | Advertise with Us ]\\nCopyright © 1996-2009 Skotos Tech, Inc. & individual authors, All Rights Reserved\\nCompilation copyright © 1996-2009 Skotos Tech, Inc.\\nRPGnet® is a registered trademark of Skotos Tech, Inc., all rights reserved.'\n\nID 13 LEN 321 \n 'Great decorating addition\\nI have a grape/Italian theme in my kitchen. I purchased 5 of these. I decided to use them to put around my pull knobs on my overhead cabinets. Now I am ordering more to sprinkle around in other places in the kitchen - even to hang up via suction cups on my white kitchen tile.\\nSeptember 20, 2012'\n\nID 14 LEN 830 \n 'Bible-black with a blinding white logo raging across the chest. It’s the time honoured Black Band Tee. Every band has one. If you’re in a band and you ain’t got a Black Band Tee then you ain’t even in a band, you’re in a sham! And if you’re a fan of a band and you don’t own the Black Band Tee then what kind of fan are you? Hey?? Sort it out!! Grab yourself a tees worth of black cotton power and put it to the test. Good for you.\\nWhite as the driven snow, with a filthy black logo centre stage, thi'\n\nID 15 LEN 931 \n 'No matter what you do, it just won’t stop — and you like it.\\nIt’s not your mom’s relentless text messages (unfailingly signed “Love, Mom”), the chocolates your boyfriend sends to your cubicle daily (you wish), or even that stupid overplayed commercial (which happens to be hilarious). It’s the exhilarating scent of new Downy Unstopables Scent Booster.\\nToss the special beads of concentrated freshness in any washing machine at any temperature or blend it with your favorite Downy liquid fabric softe'\n\nID 16 LEN 2804 \n \"Michigan unemployment claims workers are losing their jobs.\\nNEW YORK (CNNMoney) -- Many jobless claims workers in the state of Michigan will soon be filing for unemployment themselves.\\nAbout 400 state workers who process unemployment claims are losing their jobs thanks to Michigan's improving economy.\\nThe state had beefed up its staff with more than 175 temporary workers in early 2009, when weekly jobless claims topped 500,000 and the unemployment rate was on its way to a 14.2% peak.\\nBut the rev\"\n\nID 17 LEN 4977 \n \"A week ago, talk about Nebraska's running game centered on its stable of talented running backs. Now, you have to throw the quarterback into the mix as well. After redshirt freshman Taylor Martinez gashed Western Kentucky for 127 yards and three touchdowns on just seven carries last Saturday, the Huskers' ground attack became even more dangerous that it already was to begin with.\\nConsidering NU faces an Idaho defense that gave up 148 rushing yards to I-AA North Dakota last week, Martinez and bac\"\n\nID 18 LEN 7313 \n 'Amazon.com (AMZN) will have a difficult time meeting analyst expectations this quarter given its several significant headwinds. The two most prominent headwinds relate to revenue, namely the imposition of state sales taxes on Amazon e-commerce revenue and the large increase in federal taxes impacting consumer demand. There is another additional key headwind that is rarely discussed in relation to Amazon, but has and will continue to have a significant impact on operating income - the price of ga'\n\nID 19 LEN 424 \n 'Tips for Preventing Medicare Fraud\\nThe Department of Health and Human Services (HHS) Office of the Inspector General (OIG) has created a new web site to provide tips for preventing Medicare fraud and medical identity theft. See HHS news release.\\nOIG’s new web site includes a brochure containing tips, where to report fraud, and other resources. In addition, CMS issued a Medicare Fraud & Abuse Fact Sheet earlier this year.'\n"}{"chunk_id":"e3c375","wall_time_seconds":0.214197814,"exit_code":0,"original_token_count":159,"output":"(1000000,) uint16 0 50256 [41698 3549 373 17338 12617 351 41149 10565 284 2897 3176 1104\n 837 475 584 10976 8302 1327 284 1282 416 764 15933 837\n 287 3945 41435 837 41149 10565 5545 284 262 8111 33636 7023\n 465 3352 329 281 33149 22817 837 262 3307 286 543 837\n 739 262 1438 3517 33149 38076 837 547 3199 287 262 8111\n 7023 705 82 13129 837 33636 4913 764 383 4031 373 262\n 29179 286 1111 262 27465 2520 29385 290 262 2520 44629 29385\n 764 41149 10565 788 3111 1327 284 20999 1854 286 465 11574\n 2460 290 45317 284]\n"}The raw sample confirms a mixed web crawl with substantial boilerplate, forums, ads, listings, and usable journalism/prose interleaved. I’m now decoding the disclosed target and checking available local models so the ranking can optimize both prose quality and balanced domain match—not merely superficial cleanliness.
encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await Promise.all([\n tools.exec_command({cmd:\"python - <<'PY'\\nfrom transformers import AutoTokenizer\\nimport numpy as np\\nx=np.load('/workspace/data/multi_dev.npy')\\nt=AutoTokenizer.from_pretrained('gpt2')\\nfor pos in [0,5000,20000,50000,100000,150000,200000,245000,250000,255000,300000,400000,495000,500000,505000,550000,650000,745000,750000,755000,800000,900000,995000]:\\n print('\\\\n###',pos,'###\\\\n',repr(t.decode(x[pos:pos+800])))\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":30000}),\n tools.exec_command({cmd:\"find /root/.cache /tmp/codex-home/.cache /workspace -maxdepth 5 -type f \\\\( -name '*.safetensors' -o -name 'pytorch_model.bin' -o -name 'config.json' \\\\) 2>/dev/null | head -100 && python - <<'PY'\\nmods=['sklearn','nltk','spacy','kenlm','fasttext','datasketch','sentence_transformers','xgboost','lightgbm']\\nfor m in mods:\\n try:\\n x=__import__(m); print(m,'YES',getattr(x,'__version__',''))\\n except Exception as e: print(m,'NO')\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":5000}),\n tools.exec_command({cmd:\"python - <<'PY'\\nimport json,random\\nrandom.seed(123)\\nlines=[]\\nwith open('/workspace/data/pool.jsonl') as f:\\n for i,l in enumerate(f):\\n if random.random()<.0003: lines.append(json.loads(l))\\nfor d in lines[:45]: print('\\\\nID',d['id'],'LEN',len(d['text']),repr(d['text'][:650]))\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":30000})\n]);\nfor (const x of r) text(x);\n"
}exec result
Script completed
Wall time 6.2 seconds
Output:
Warning: truncated output (original token count: 27827)
Total output lines: 3
{"chunk_id":"2dc483","wall_time_seconds":6.030382828,"exit_code":0,"original_token_count":19827,"output":"\n### 0 ###\n ' Beardmore was sufficiently impressed with Shackleton to offer financial support , but other donations proved hard to come by . Nevertheless , in February 1907 , Shackleton presented to the Royal Geographic Society his plans for an Antarctic expedition , the details of which , under the name British Antarctic Expedition , were published in the Royal Society \\'s newsletter , Geographic Journal . The aim was the conquest of both the geographical South Pole and the South Magnetic Pole . Shackleton then worked hard to persuade others of his wealthy friends and acquaintances to contribute , including Sir Philip Lee Brocklehurst , who subscribed £ 2 @,@ 000 ( 2011 equivalent £ 157 @,@ 000 ) to secure a place on the expedition ; author Campbell Mackellar ; and Guinness baron Lord Iveagh , whose contribution was secured less than two weeks before the departure of the expedition ship Nimrod . On 4 August 1907 , Shackleton was appointed a Member of the Royal Victorian Order , 4th Class ( MVO ; the present @-@ day grade of Lieutenant ) . \\n<|endoftext|> On 1 January 1908 , Nimrod sailed for the Antarctic from Lyttelton Harbour , New Zealand . Shackleton \\'s original plans had envisaged using the old Discovery base in McMurdo Sound to launch his attempts on the South Pole and South Magnetic Pole . However , before leaving England , he had been pressured to give an undertaking to Scott that he would not base himself in the McMurdo area , which Scott was claiming as his own field of work . Shackleton reluctantly agreed to look for winter quarters at either the Barrier Inlet ( which Discovery had briefly visited in 1902 ) or King Edward VII Land . \\n<|endoftext|> To conserve coal , the ship was towed 1 @,@ 650 miles ( 2 @,@ 655 km ) by the steamer Koonya to the Antarctic ice , after Shackleton had persuaded the New Zealand government and the Union Steamship Company to share the cost . In accordance with Shackleton \\'s promise to Scott , the ship headed for the eastern sector of the Great Ice Barrier , arriving there on 21 January 1908 . They found that the Barrier Inlet had expanded to form a large bay , in which were hundreds of whales , which led to the immediate christening of the area as the Bay of Whales . It was noted that ice conditions were unstable , precluding the establishment of a safe base there . An extended search for an anchorage at King Edward VII Land proved equally fruitless , so Shackleton was forced to break his undertaking to Scott and set sail for McMurdo Sound , a decision which , according to second officer Arthur Harbord , was \" dictated by common sense \" in view of the difficulties of ice pressure , coal shortage and the lack of any nearer known base . \\n<|endoftext|> Nimrod arrived at McMurdo Sound on 29 January , but was stopped by ice 16 miles ( 26 km ) north of Discovery \\'s old base at Hut Point . After considerable weather delays , Shackleton \\'s base was eventually established at Cape Royds , about 24 miles ( 39 km ) north of Hut Point . The party was in high spirits , despite the difficult conditions ; Shackleton \\'s ability to communicate with each man kept the party happy and focused . \\n<|endoftext|> The \" Great Southern Journey \" , as Frank Wild called it , began on 29 October 1908 . On 9 January 1909 , Shackleton and three companions ( Wild , Eric Marshall and Jameson Adams ) reached a new Farthest South latitude of 88 ° 23 \\' S , a point only 112 miles ( 180 km ) from the Pole . En route the South Pole party discovered the Beardmore Glacier ( named after Shackleton \\'s patron ) and became the first persons to see and travel on the South Polar Plateau . Their return journey to McMurdo Sound was a race against starvation , on half @-@ rations for much of the way . At one point , Shackleton gave his one biscuit allotted for the day to the'\n\n### 5000 ###\n ' in Rio de Janeiro , Shackleton suffered a suspected heart attack . He refused a proper medical examination , so Quest continued south , and on 4 January 1922 , arrived at South Georgia . \\n<|endoftext|> In the early hours of the next morning , Shackleton summoned the expedition \\'s physician , Alexander Macklin , to his cabin , complaining of back pains and other discomfort . According to Macklin \\'s own account , Macklin told him he had been overdoing things and should try to \" lead a more regular life \" , to which Shackleton answered : \" You are always wanting me to give up things , what is it I ought to give up ? \" \" Chiefly alcohol , Boss , \" replied Macklin . A few moments later , at 2 : 50 a.m. on 5 January 1922 , Shackleton suffered a fatal heart attack . \\n<|endoftext|> Macklin , who conducted the postmortem , concluded that the cause of death was atheroma of the coronary arteries exacerbated by \" overstrain during a period of debility \" . Leonard Hussey , a veteran of the Imperial Trans @-@ Antarctic expedition , offered to accompany the body back to Britain ; however , while he was in Montevideo en route to England , a message was received from Emily Shackleton asking that her husband be buried in South Georgia . Hussey returned to South Georgia with the body on the steamer Woodville , and on 5 March 1922 , Shackleton was buried in the Grytviken cemetery , South Georgia , after a short service in the Lutheran church , with Edward Binnie officiating . Macklin wrote in his diary : \" I think this is as \\' the Boss \\' would have had it himself , standing lonely in an island far from civilisation , surrounded by stormy tempestuous seas , & in the vicinity of one of his greatest exploits . \" \\n<|endoftext|> On 27 November 2011 , the ashes of Frank Wild were interred on the right @-@ hand side of Shackleton \\'s grave site in Grytviken . The inscription on the rough @-@ hewn granite block set to mark the spot reads \" Frank Wild 1873 – 1939 , Shackleton \\'s right @-@ hand man . \" \\n<|endoftext|> Study of diaries kept by Eric Marshall , medical officer to the 1907 – 09 expedition , suggests that Shackleton suffered from an atrial septal defect ( \" hole in the heart \" ) , a congenital heart defect , which may have been a cause of his health problems . \\n<|endoftext|> Before the return of Shackleton \\'s body to South Georgia , there was a memorial service held for him with full military honours at Holy Trinity Church , Montevideo , and on 2 March a service was held at St Paul \\'s Cathedral , London , at which the King and other members of the royal family were represented . Within a year the first biography , The Life of Sir Ernest Shackleton , by Hugh Robert Mill , was published . This book , as well as being a tribute to the explorer , was a practical effort to assist his family ; Shackleton died some £ 40 @,@ 000 in debt ( 2011 : £ 1 @.@ 6 million ) . A further initiative was the establishment of a Shackleton Memorial Fund , which was used to assist the education of his children and the support of his mother . \\n<|endoftext|> During the ensuing decades Shackleton \\'s status as a polar hero was generally outshone by that of Captain Scott , whose polar party had by 1925 been commemorated on more than 30 monuments in Britain alone , including stained glass windows , statues , busts and memorial tablets . A statue of Shackleton designed by Sir Edwin Lutyens was unveiled at the Royal Geographical Society \\'s Kensington headquarters in 1932 , but public memorials to Shackleton were relatively few . Likewise , the printed word saw much more attention given to Scott – a forty @-@ page booklet on Shackleton , published in 1943 by OUP as part'\n\n### 20000 ###\n ' Ministers — the cabinet being its executive committee — headed by the prime minister . Any minister holding a portfolio must be a member of one of the houses of parliament . In the Indian parliamentary system , the executive is subordinate to the legislature ; the prime minister and his council are directly responsible to the lower house of the parliament . \\n<|endoftext|> Legislative : The legislature of India is the bicameral parliament . It operates under a Westminster @-@ style parliamentary system and comprises the upper house called the Rajya Sabha ( \" Council of States \" ) and the lower called the Lok Sabha ( \" House of the People \" ) . The Rajya Sabha is a permanent body that has 245 members who serve in staggered six @-@ year terms . Most are elected indirectly by the state and territorial legislatures in numbers proportional to their state \\'s share of the national population . All but two of the Lok Sabha \\'s 545 members are directly elected by popular vote ; they represent individual constituencies via five @-@ year terms . The remaining two members are nominated by the president from among the Anglo @-@ Indian community , in case the president decides that they are not adequately represented . \\n<|endoftext|> Judicial : India has a unitary three @-@ tier independent judiciary that comprises the Supreme Court , headed by the Chief Justice of India , 24 High Courts , and a large number of trial courts . The Supreme Court has original jurisdiction over cases involving fundamental rights and over disputes between states and the centre ; it has appellate jurisdiction over the High Courts . It has the power both to declare the law and to strike down union or state laws which contravene the constitution , as well as to invalidate any government action it deems unconstitutional . \\n<|endoftext|> India is a federation composed of 29 states and 7 union territories . All states , as well as the union territories of Puducherry and the National Capital Territory of Delhi , have elected legislatures and governments , both patterned on the Westminster model . The remaining five union territories are directly ruled by the centre through appointed administrators . In 1956 , under the States Reorganisation Act , states were reorganised on a linguistic basis . Since then , their structure has remained largely unchanged . Each state or union territory is further divided into administrative districts . The districts in turn are further divided into tehsils and ultimately into villages . \\n<|endoftext|> Since its independence in 1947 , India has maintained cordial relations with most nations . In the 1950s , it strongly supported decolonisation in Africa and Asia and played a lead role in the Non @-@ Aligned Movement . In the late 1980s , the Indian military twice intervened abroad at the invitation of neighbouring countries : a peace @-@ keeping operation in Sri Lanka between 1987 and 1990 ; and an armed intervention to prevent a 1988 coup d \\'état attempt in Maldives . India has tense relations with neighbouring Pakistan ; the two nations have gone to war four times : in 1947 , 1965 , 1971 , and 1999 . Three of these wars were fought over the disputed territory of Kashmir , while the fourth , the 1971 war , followed from India \\'s support for the independence of Bangladesh . After waging the 1962 Sino @-@ Indian War and the 1965 war with Pakistan , India pursued close military and economic ties with the Soviet Union ; by the late 1960s , the Soviet Union was its largest arms supplier . \\n<|endoftext|> Aside from ongoing strategic relations with Russia , India has wide @-@ ranging defence relations with Israel and France . In recent years , it has played key roles in the South Asian Association for Regional Cooperation and the World Trade Organisation . The nation has provided 100 @,@ 000 military and police personnel to serve in 35 UN peacekeeping operations across four continents . It participates in the East Asia Summit , the G8 + 5 , and other multilateral forums . India has close economic ties with South America , Asia , and Africa ; it pursues a \" Look East \" policy that seeks to strengthen partnerships with the ASEAN'\n\n### 50000 ###\n ' ) , which was about the life of Iranian choreographer Afshin Ghaffarian . She played the heroin @-@ addicted Elaheh , the love interest of the lead character played by Reece Ritchie . The role required her to do dance training consisting of eight hours of rehearsals a day for 14 weeks . She also attended a few sessions at rehabilitation centres in the United States to prepare for her role . It received largely negative reviews , although Andy Webster of The New York Times noted that \" Pinto , even with an unfocused and underwritten role , is captivating \" . \\n<|endoftext|> Pinto \\'s first film of 2015 was Terrence Malick \\'s Knight of Cups , an experimental film that featured an ensemble cast including Christian Bale , Cate Blanchett , Natalie Portman , and Antonio Banderas . She played Helen , a model with whom Bale embarks on a \" dalliance \" . She talked about acting without a script : \" It is definitely a bit nerve @-@ racking on the first day because you don \\'t know where you are going to go . But once you figure that out , then it doesn \\'t really matter . It is actually very relaxing . It is fun and liberating . It is an experience that I completely embrace \" . Premiering at the competition section of the 65th Berlin International Film Festival , the film received average to mixed reviews from critics . The film was released in the United States in March 2016 . She was among the 100 narrators of Unity ( 2015 ) , a documentary that explores the relationships between Earth \\'s species . Her third release of that year was the Colombian action film Blunt Force Trauma , in which she starred opposite Ryan Kwanten and Mickey Rourke as a woman looking for her brother \\'s murderer . John DeFore of The Hollywood Reporter criticised the film , stating that it \" takes itself much more seriously than viewers will . \" As of October 2015 , Pinto is working on Andy Serkis \\' Jungle Book , a motion capture adventure fantasy film based on Rudyard Kipling \\'s The Jungle Book . She will portray Mowgli \\'s adoptive mother in the film . \\n<|endoftext|> Before beginning her film career , Pinto was engaged to Rohan Antao , who had been her publicist at one point . She ended the relationship in January 2009 and began dating her Slumdog Millionaire co @-@ star Dev Patel , who is six years her junior . In 2012 , Pinto stated that she does not want to act with Patel again as she feels that they would not be able to replicate the \" chemistry \" they had in their debut film . After a six @-@ year relationship , the couple separated amicably in December 2014 . After the success of Slumdog Millionaire , Pinto had \" no fixed address \" , but instead split her time between Mumbai , London , and Los Angeles . In a 2015 interview with USA Today , she stated that she lives in Los Angeles . \\n<|endoftext|> Feminism to me is equality . There is no man over woman and vice versa . Feminism is a very misconstrued and misunderstood topic . As soon as we say feminism , it does not mean all men should become subordinate and women should be the ones who rule the world . The only way we can have a progressive and successful country or world is when men and women treat each other as equals \\n<|endoftext|> Alongside her acting career , Pinto has been actively involved with several humanitarian causes and is vocal about the uplifting of women and underprivileged children . She has cited Angelina Jolie and Malala Yousafzai as \" massive \" inspirations in this regard . In 2010 , Pinto joined Andre Agassi and Steffi Graf in support of their philanthropic organisation , the Agassi Foundation . She raised $ 75 @,@ 000 for their annual fund raiser — \" The 15th Grand Slam for Children \" —'\n\n### 100000 ###\n ' Picross . Another new item , the GB Sounds , changes the background music to the original 8 @-@ bit music from Pokémon Gold and Silver . \\n<|endoftext|> HeartGold and SoulSilver can access the Nintendo Wi @-@ Fi Connection to trade , battle , and interact with other players of the games , as well as players of Pokémon Diamond , Pearl , and Platinum . After completing a special Wi @-@ Fi mission download on Pokémon Ranger : Guardian Signs , the player can send a Deoxys to HeartGold and SoulSilver . \\n<|endoftext|> HeartGold and SoulSilver were released in 2009 , ten years after Gold and Silver \\'s release for the Game Boy Color . Shigeki Morimoto , the games \\' director , commented on the development of the remakes : \" The first thing that I knew I needed to bear in mind was to respect the feelings of those people who \\'d played Gold and Silver ten years before . I think that players have very strong memories of the game , so they \\'d think things like \\' Ah , this trainer is still strong \\' and \\' If I do this here , this is going to happen \\' . I knew I needed to respect these feelings . \" However , Morimoto also needed to make sure that the games would feel as new games to players who began playing Pokémon in recent years on the Game Boy Advance or the Nintendo DS . An in @-@ game author surrogate of Game Freak \\'s President in Celadon City states that the team strove to make a game that would appeal to players with fond memories without \" redoing the same thing \" . He also states that making the game was a \" rewarding challenge \" . HeartGold and SoulSilver introduced many new features that were absent in the original Gold and Silver . Several of these features came from the previously released Nintendo DS Pokémon games , such as Diamond ( 2006 ) , Pearl ( 2006 ) , and Platinum ( 2008 ) . \\n<|endoftext|> An initial rumor started in early May 2009 that Nintendo planned to remake Pokémon Gold and Silver after the Japanese television show Pokémon Sunday ended by announcing a \" world @-@ exclusive first announcement \" that would be made on its next show . Kris Pigna of 1UP.com speculated that this alluded to a possible remake of Gold and Silver for the Nintendo DS , due to gold and silver disco balls hanging in the background . Pigna further reasoned that this would be consistent with the previously released titles Pokémon FireRed and LeafGreen which were enhanced remakes of the original Pokémon Red and Blue . Several days later , Nintendo officially confirmed that Gold and Silver were being remade as HeartGold and SoulSilver and released their official logos . It also announced that the games would contain numerous updates , although declined to reveal any specifics . The games were released for the Nintendo DS on September 12 , 2009 in Japan to coincide with the tenth anniversary of the original Gold and Silver release . Junichi Masuda stated on his blog that \" we , Game Freak have spent long and firm time developing above two titles [ sic ] \" , and that \" \\' Pokémon Gold & Silver \\' will be back with far more excitement . \" \\n<|endoftext|> At the 2009 Pokémon World Championships , Nintendo stated that HeartGold and SoulSilver would be released in North America between the months of January and March , Europe sometime around May and June , and Australia in April . \" Announcing these much @-@ anticipated game launches at The Pokémon World Championships allows us to give the news directly to the legions of fans who represent the true heart and soul of Pokémon , \" a spokesperson said . Nintendo updated the official Pokémon English website with information about the new titles , telling readers that the games would feature revamped audiovisual effects , interaction with the DS touch screen , and more \" surprises \" . From February 27 to March 13 , 2010 , video game retailer GameStop hosted a promotion in which players of Pokémon Diamond , Pearl , or Platinum could use the games \\' \" Mystery Gift \" feature to download a'\n\n### 150000 ###\n 'ortices reveal themselves as large red , white or brown spots ( ovals ) . The largest two spots are the Great Red Spot ( GRS ) and Oval BA , which is also red . These two and most of the ot…17827 tokens truncated…ous release on consoles.\\nGraphically, the overall quality of backgrounds in all chapters of the game have been improved, including a rehaul of the appearance of t'\n\nID 57517 LEN 2451 ' for orders over €150. Orders are processed within 24 hours of your completed order.\\nShipping times are approximate. We are not responsible for delays caused by credit card authorization processes and for those depending on the courier service and/or unexpected circumstances.\\nAustria Belgio Bulgaria Cipro Danimarca Estonia Finlandia Francia Germania Grecia Irlanda Italia Lettonia Lituania Lussemburgo Malta Paesi Bassi Polonia Portogallo Regno Unito Repubblica Ceca Romania Slovacchia Slovenia Spagna Svezia Ungheria\\nEXTRA CEE USA Japan China Russia Svizzera Norvegia\\nShipping times depend on destination:\\nItaly – 1-3 business days after shipping '\n\nID 58840 LEN 3215 'agunta pincode – 524127\\nPincode of Kothagunta is 524127, Kothagunta comes under Yellasiri post office. Kothagunta is located at Nellore district of Andhra Pradesh. Please refer below table for complete details of Kothagunta.\\nKothagunta Pincode – 524127\\n|State/Circle Name||Andhra Pradesh|\\nAddress of Kothagunta\\nVillage/Locality – Kothagunta, Chittamur, Yellasiri, Nellore, Andhra Pradesh, Pincode/Postal Code – 524127.\\nPlaces nearby Kothagunta\\nTotal 45 villages/localities come under pincode 524127.\\nKothagunta is a part of Chittamur, there are 4 other villages/localities which come under Chittamur branch office.\\nYellasiri is post office of Kothagu'\n\nID 64776 LEN 3939 '<|endoftext|>I’ll have more thoughts on last evening’s roster moves, as well as the newest Cubs pitching prospect, later this morning. Also, there’s a fresh BN Podcast on the way today. Until then, Bullets …\\n- Jeff Sullivan at FanGraphs took a very long look at Brandon McCarthy’s unique free agent situation, which is of note to the Cubs for obvious reasons. Specifically, Sullivan would like to be able to know what kind of impact McCarthy’s concussion/brain surgery thing will have on his contract, if any: “We probably won’t be able to learn much from the contract that McCarthy ends up signing, because he represents a sample size of one. This i'\n\nID 65821 LEN 852 '.<|endoftext|>06 October 2011\\nHole front woman Courtney Love has revealed that she is still angry with husband Kurt Cobain and abandoning her and their daughter, insisting she\\'d \"kill him\" if she had the chance.\\nThe Nirvana rocker took his own life in April, 1994, leaving Love alone to care for their daughter Frances Bean.\\nLove also admits she was left to clean up his messy financial struggles and pick up the pieces of his shattered life, while trying to be a good mother.\\nIn a new interview with Vanity Fair, she says, \"If he (Cobain) came back right now I\\'d have to kill him, for what he did to us.\"\\n\"I\\'d f**king kill him. I\\'d f**k him, and the'\n\nID 66157 LEN 2150 '<|endoftext|>Washington, DC, January 3, 2013 -- Central line-associated bloodstream infections (CLABSI) dropped by 52 percent when an alcohol-impregnated disinfection cap was used instead of standard scrubbing protocol, according to a new study published in the January issue of the American Journal of Infection Control, the official publication of the Association for Professionals in Infection Control and Epidemiology (APIC).\\nA team of researchers from NorthShore University HealthSystem conducted a study of adult patients in order to determine the efficacy of 70 percent alcohol-impregnated disinfection caps over the standard cleaning protocol'\n\nID 70474 LEN 8569 '<|endoftext|>The Essential Guide to Truffles\\nIf you’re a cooking enthusiast, home chef, or are simply just curious about truffles when you see them on a restaurant’s menu, we’ve got all of the information you need.\\nMost people are pretty clueless when it comes to truffles. If you ask someone what they know about truffles, the first thing they mention is often how expensive they are. One pound of black truffles can retail for around $1000-$2000, but market rates are expected to increase in the near future. While truffles being expensive is certainly a relevant detail, there are a lot more exciting and interesting things to learn about these wo'\n\nID 70945 LEN 794 ' prices at record low\\nCNN has reported that gas has dropped 53 cents in the past two weeks, that being a record.\\nIt is expected that prices will continue to drop, albeit at a slower rate. Unleaded gas was at an average price of $3.31 as of October 10, compared to $2.78 a gallon on Friday. The average high was on July 11, when gas was at $4.11.\\nThe drop has been related to low demand and crude prices. As of Friday, the lowest average gas price in the nation was in Kansas, at a price of $2.26.\\nThe LaCrosse Tribune reported that factors relating to how gas prices will change in the near future may be effected by OPEC. The Organization of the Pet'\n\nID 75475 LEN 2846 '.<|endoftext|>Damascus: The dropping temperature has worsened the situation for Syrian refugees especially children who fled their homes and sheltered in flimsy camps to save from the civil war going on in their country for last 19 months.\\nAccording to an NGO working for the Syrian refugees, the condition of the Syrian children is seriously miserable and they are compelled to live under no roof. It has said that there is an urgent need of massive funds to save the children from severe cold.\\nSave The Children, the NGO, has made an urgent appeal for funding to provide tens of thousands of families that have fled the war in Syria with adequate s'\n\nID 76666 LEN 4700 'The S&P 500 Futures are posting a slight rebound after they closed in negative territory yesterday.\\nLater today, the U.S. Commerce Department will report June housing starts (1.18 million units expected) and building permits (1.29 million units expected). The University of Michigan will publish its Consumer Sentiment Index for July (79.0 expected).\\nEuropean indices are searching for a trend as a 2-day meeting on European 750 billion euros recovery fund is starting today. The European Commission has posted final readings of June CPI at +0.3% on year, as expected.\\nAsian indices closed in the green except the Japanese Nikkei which closed slightl'\n\nID 77222 LEN 1407 ' kids are in the backyard playing in the kiddie pool while the adults are a few feet away bbqing and talking amongst themselves.\\nEverything is going great until your daughter screams and all of the adults turn their heads to see your nephew trying to jump on your daughters back trying to dunk her under water. His mother yells \"junior stop that! Don\\'t hurt your cousin, play nicely!\" Junior looks at mom and then turns back to your daughter and jumps on her back again.\\nYour father sees this and worried about your kid and closer than the other adults gets to them quicker and grabs your nephew up and spanks his wet behind. Nephew cries out and squ'\n\nID 80873 LEN 1332 \" is seriously the PERFECT thing to bring when you get invited to some sweet friend's house and you tell them you'll bring something but have no idea (or time or energy) what so ever that you are going to throw together. This is certainly not a new concept but a good reminder that, especially in the summer, it's best to keep it simple.\\nIf you want to make things just a little more festive, garnish the plate randomly with some edible flowers. You'l be famous.\\n1 lb bocconcini (small fresh mozzarella balls), drained\\n1 pint grape or cherry tomatoes\\nbasil, minced plus some whole leaf for garnish\\n2 cloves garlic, minced\\nfreshly ground black pepper\\nc\"\n\nID 87095 LEN 502 'Special: Biodynamic, Indigenous Yeast, Vegan\\nRegion: Alsace-Champagne, France\\nWinery: Domaine Eugène Meyer\\nPinot Blanc is a grape that is widely grown but doesn’t usually stand on its own, except in Alsace and in parts of Northern Italy. The grape is derived from Pinot Gris, itself a form of Pinot Noir, and it’s flavor is similar to a light Chardonnay. Alsatian Pinot Blancs are usually a little spicy with smooth, creamy fruit – sort of middle of the road spicy and aromatic.\\nAppellation: AOC Alsace'\n\nID 89095 LEN 6143 '<|endoftext|>Spirit Store = Music, Comedy, Gigs, Venue, Bar, Drink...\\nQuay, Dundalk, Co. Louth +353-42-9352697\\nTiny Ruins - Olympic Girls\\nA warm swell of ambient sound precedes an arpeggiated\\nrhythmic riff that springs into flight, exuberant and\\njoyful. Sparkling electric guitar punctuates the relentless\\nthrum of Hollie Fullbrook\\'s acoustic, as the potent lyricism\\nshe is known for cuts searingly through the noise - \"Stirring,\\nshaken, all of us waking under the same cover of sky\".\\nAnd so begins \\'Olympic Girls\\', the title track of the\\nthird long-player from Tiny Ruins. Set for release on\\n1 February 2019, the group\\'s hotly anticipated next offer'\n\nID 91264 LEN 390 'Yamaha NSIC400 (White)\\nin-ceiling speaker pair\\nClean looks, clean sound. Yamaha takes this to heart with the NS-IC400 in-ceiling speakers. With 4” double layered woofers, these in-ceiling speakers provide a well rounded sound range, perfect for use as surround speakers, or even front left and right speakers (or, with two pairs, both).\\nPriced and sold as a pair. Shown with grille removed.'\n\nID 92841 LEN 74273 'Sex and Censorship During the Occupation of Japan\\nThis chapter entitled “Sex and Censorship During the Occupation of Japan” is excerpted from Mark McLelland’s Love, Sex and Democracy in Japan during the American Occupation (Palgrave MacMillan 2012). The book examines the radical changes that took place in Japanese ideas about sex, romance and male-female relations in the wake of Japan’s defeat and occupation by Allied forces at the end of the Second World War. Although there have been other studies that have focused on sexual and romantic relationships between Japanese women and US military personnel, little attention has been given to how th'\n\nID 93061 LEN 857 'ealia Banks Leaves Twitter, Beef-Saturated Tweets Wiped Clean\\n“My days of twitter terror are about to be over. I have to turn over my password,” was the last tweet the 2-year-old Twitter thug wrote before she was shut down, according to BET.com.\\nThe Harlem rapper only has two tweets left on her account. One is a photo she shared today through Instagram of two cats eyeing each other with the caption reading, “female rappers.” She shared another Instagram photo reading “Play Your Role.”\\nSo it seems Azealia is still finding other sneaky ways to get her point across without tweeting.\\nIn the meantime, Azealia released a dark and eerie visual for h'\n\nID 94576 LEN 2004 'isherman’s Village Music Festival to bring 60 bands to Everett in May\\nFounder Ryan Crowther estimates the concerts circulated about $500,000 into the Everett economy and raised the level of live music performances and new music culture in the city.\\n“Everett Music Initiative has had an impact on downtown. Live music is vital to the culture of vibrant cities,” Crowther said. “We felt it was time to go to the next level, to increase the momentum in cultural growth that will match the population growth of downtown Everett.”\\nCrowther’s group now is planning its first Fisherman’s Village Music Festival on May 16 and 17 with 60 bands playing at four'\n\nID 100734 LEN 2470 ' suggested by P&Z in Bradenton Beach\\nPlanning and zoning board members in Bradenton Beach reconfirmed their belief that they should be more involved in the planning of the city.\\nAt the suggestion of P&Z board member Ernest Clay, the group last week said it wanted to have more input in the process of developments in the city. Clay has advocated that the board, state of Florida’s official planning agency of the city, should get more involved in planning, rather than the “zoning” aspects of the city.\\nJust what that additional involvement will entail in the process is a bit unclear and has been subject of some discussion for several weeks.\\nThe P&'\n\nID 101970 LEN 1783 '<|endoftext|>Back in March I posted a FRED chart that Bill McBride over at Calculated Risk shared tracking a set of data that pretty reliably coincides with recessions. Even better is that in almost fifty years of data there have been only two false positives which brings us to a very interesting point. First, here’s the chart as it appeared when I posted back in March:\\nNext let’s look in more detail at those false positives:\\nThis is what I like about this data series: Even if we set the bar as low as 5%, there have only been two instances since 1967 where a reading was given above that level when the economy didn’t go into recession within a'\n\nID 108199 LEN 7948 ' Cleofas Donor,\\nI wanted to reach out and let you know about a trip we are taking to Baja California, Mexico this fall that involves Grupo Cleofas and our vessel the Maria Cleofas. On March 19th this year we were formally invited by the Mexican Government (see Maria Cleofas Vaquita Survey Invitation PDF) as well as NOAA Southwest Fisheries Science Center to assist in a 42 day expedition (starting September 27, 2015) in the Sea of Cortez with the NOAA research vessel Ocean Starr. The purpose of the expedition is to get an exact count on the last remaining Desert Porpoise (known as Vaquita), to film them in the wild, and assist in the ongoing i'\n\nID 109085 LEN 1010 ' dating app<|endoftext|>NIST Publishes Draft 2 of Cybersecurity Framework Version 1.1\\nOn December 5, 2017, the National Institute for Standards and Technology (“NIST”) published Draft 2 of Cybersecurity Framework version 1.1 (the “Framework”). The draft is intended to provide a flexible, voluntary, and effective tool to help organizations better manage their cybersecurity risks. For those unfamiliar with the Framework, it was developed in response to growing awareness that the national and economic security of the United States depends on the reliable functioning of critical information technology infrastructure and that cybersecurity threats'\n\nID 117537 LEN 6713 'ul<|endoftext|>Emploi Desktop / PC Maintenance Engineer - Jobs - ictjob.lu\\nPublier un job\\nEspace Recruteurs\\nConnexion\\nCréer un CV\\nfr\\nde\\nen\\nSélectionnez vos critères dans les grilles\\nFonctions\\nAnalyst Programmer\\nConsultant (Specialist)\\nDeveloper / Programmer\\nHelpdesk / Support\\nSecurity Engineer\\nSystem Engineer / Administrator\\nTechnical Analyst\\n... plus\\nDeveloper / Programmer\\nAnalyst Programmer\\nWeb Master / Web Manager\\nContent Manager\\nGraphics / Web Designer\\nUX-UI Specialist\\nWeb Marketer / SEO\\nBusiness Analyst\\nFunctional Analyst\\nProcess Analyst\\nTechnical Analyst\\nApplication Architect\\nInfrastructure Architect\\nSOA Specialist\\nQuality Specialist\\nTe'\n\nID 118447 LEN 2229 '<|endoftext|>Frank Rödel\\nFRANK RÖDEL\\nFotografie\\nPanoramafotografie\\nPrinzip Collage\\nMalerei\\nFrank Rödel\\nPublikationen\\nKontakt\\nde | en\\nÜbersicht Info\\nImpressum\\nNicolaische Veralgsbuchhandlung GmbH\\n© 2005 Frank Rödel und Autoren\\nTexte:\\nGerald Felber\\nWilhelm Gauger\\nCurt Grützmacher\\nFrank Rödel\\nPhotos:\\nAndrea Bienert\\nFrank Rödel\\nArchiv Frank Rödel\\nGraphische Gestaltung und Satz:\\nImage Werbung Hecht-Schwabenbauer GbR, Berlin\\nGesamtherstellung:\\nRuksaldruck, Berlin\\nAuflage:\\n1200\\nLektorat:\\nCarolin Hilker Möll, Berlin\\nISBN 3-89479-250-7\\nPrinted in Germany\\n\"; var cnt = 14; $(\\'#metaoverview\\').click(function(){ var url = \"index.php?cat=publications&actio'\n\nID 119937 LEN 2141 ' of Avalor Birthday Parties and Events\\nbook your own party or event\\nGet Started\\nCharactersEvents\\nParties\\nFairytale FeteHero Adventure BashSpecialty Parties\\nReviewsbook A Party\\nElena of Avalor\\nShare your love of Elena of Avalor on Facebook\\n\"I will restore our kingdom to greatness!\"\\nArden Hearne\\nSpecializes in Elena of Avalor, Evie, Jasmine, Moana, Pocahontas\\nNatalie Goodin\\nSpecializes in Batgirl, Belle, Dance Captain, Elena of Avalor, Evie (Descendants), Jasmine, Keira, Pocahontas, Rey (Star Wars: The Force Awakens), Wonder Woman\\nNatalie Goodin is a graduate of Deer Creek High School and a musical theatre major at the University of Oklahoma. N'\n\nID 122799 LEN 8114 \" Airlines eyes early 3Q19 debut for B737 MAX - ch-aviation\\nThe World's leading Airline Intelligence Provider since 1998 | ch-aviation airline directory | ch-aviation data & advisory | Advertising\\nnews\\naircraft\\nLessors\\nairlines\\nairports\\nroutes\\ncapacity\\nschedules\\nLocation: Home\\n-> News\\nNeed help? - FAQ on News Print View\\nNews\\nAlaska Airlines eyes early 3Q19 debut for B737 MAX\\nIllustration of Alaska Airlines Boeing 737-9 © Boeing\\n12.02.2019 - 11:44 UTC\\nAlaska Airlines (AS, Seattle Tacoma Int'l) has outlined tentative deployment plans for its incoming fleet of thirty-two B737-9s due from Boeing (BOE, Chicago O'Hare).\\nRoutes Online reports that th\"\n\nID 128154 LEN 623 '<|endoftext|>Anvil Building - Passive Fire Engineering | Chester Consultants\\nServices\\nLand Development\\nCivil\\nFire\\nStructural\\nSurveying\\nTransport\\nPROJECTS\\nOur Team\\nNEWS\\nFAQ\\nCareers\\nContact\\nSearch\\nAnvil Building\\nThis is a four storey office building designed with split levels, plus two levels of car parking in the lower floors. Glazing on the boundary required specialist sprinkler design – given our experience with many complex buildings, Chester Consultants were the perfect choice for providing passive fire engineering.\\nClientSamsonLinkpattersons.com\\nShare\\nPrev\\nNext\\n© Copyright Chester | All Rights Reserved | Site by'\n\nID 131524 LEN 12443 ' All rights reserved.<|endoftext|>Operation Dragonfire Season 2 Episode 15 Shadow of a Doubt | Watch cartoons online, Watch anime online, English dub anime\\nHome\\nDubbed Anime\\nCartoons\\nSubbed Anime\\nMovies\\nOva Series\\nContact\\nWatch cartoons online, Watch anime online, English dub anime\\nAnime Search Episode Search\\n× Important!: Dear Adblock Users we recieve too many complaints regarding to broken videos. If you are using an ADblock you probably won\\'t be able to watch in HD and sometimes you will get errors like \"No video with supported format and MIME type found\". This is a bug of Adblock not our fault!! Please turn off your Adblocks to watch it w'\n\nID 132388 LEN 2608 'Send\\nCancel<|endoftext|>Freeze! CodePink Strikes Austin Mall with Anti-War Theater | CODEPINK\\nFollow us on Twitter Like us on Facebook Find us on G+ Subscribe on Youtube Follow us on Tumblr Follow us on Pinterest Follow us on Flickr\\nFor News & Updates Follow CODEPINK!\\nAct Now\\nAct Now\\nAction Calendar\\nRecent Actions\\nAction Toolkit\\nCODEPINK DC Activist House\\nFollow CODEPINK\\nVolunteer\\nFind your Local Peace Economy\\nDonate to CODEPINK\\nCODEPINK Store\\nPink Updates\\nPink Updates\\nRecent Actions\\nPINK Tank ~ Blog\\nBlogs from Iran\\nPress Releases\\nIn the News\\nLocal Peace Economy Daily\\nRecommended Movies\\nFollow CODEPINK\\nIssues & Campaigns\\nFounders & Staff\\nWhat'\n\nID 133194 LEN 1279 'mout - Dell Community\\nProducts\\nSolutions & Services\\nSupport\\nCommunity\\nBrowse Community\\nLanguage EN\\n日本語 JA\\n한국어 KO\\n简体中文 CN\\nFrançais FR\\nEnglish EN\\nEspañol ES\\nDeutsch DE\\nPortuguês PT\\nSign In Help\\nJamal_elmout\\n1 Copper\\nView all badges\\nCommunityWikiJamal_elmoutUsers cancel\\nTurn on suggestions\\nAuto-suggest helps you quickly narrow down your search results by suggesting possible matches as you type.\\nShowing results for\\nSearch instead for\\nDid you mean:\\nAbout Jamal_elmout\\nLatest Activity\\nPosted Re: Suivi commande Dell/ UPS on Precision-Mobile-Workstations. \\u200e08-13-2018 07:00 AM\\nPosted Suivi commande Dell/ UPS on Precision-Mobile-Workstations. \\u200e08-10-201'\n"}encrypted chain-of-thought — recorded, not exposed
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"input": "const r = await Promise.all([\n tools.exec_command({cmd:\"python - <<'PY'\\nfrom transformers import AutoTokenizer\\nimport numpy as np\\nx=np.load('/workspace/data/multi_dev.npy');t=AutoTokenizer.from_pretrained('gpt2')\\nfor pos in [248000,250000,252000,498000,500000,502000,748000,750000,752000,850000,950000]:\\n s=t.decode(x[pos:pos+450]).replace('\\\\n','\\\\\\\\n')\\n print(f'\\\\n### {pos} ###\\\\n{s[:2200]}')\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":25000}),\n tools.exec_command({cmd:\"find /root/.cache /tmp/codex-home/.cache -type f \\\\( -name '*.safetensors' -o -name 'pytorch_model.bin' -o -name 'config.json' \\\\) 2>/dev/null | head -100; python - <<'PY'\\nmods=['sklearn','nltk','spacy','kenlm','fasttext','sentence_transformers','xgboost','lightgbm']\\nfor m in mods:\\n try:\\n x=__import__(m); print(m,'YES',getattr(x,'__version__',''))\\n except Exception: print(m,'NO')\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":5000}),\n tools.exec_command({cmd:\"cat /workspace/.timer/remaining_secs; find /workspace -maxdepth 3 -type f | sort\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":3000})\n]);\nfor (const x of r) text(x);\n"
}exec result
Script completed
Wall time 4.6 seconds
Output:
{"chunk_id":"b5d03c","wall_time_seconds":4.311416714,"exit_code":0,"original_token_count":4961,"output":"\n### 248000 ###\n from the F @-@ 16s ) in an attempt to find unexpected shifts of ground that might be Holloway 's grave . \\n<|endoftext|> A small pond near the Aruba Racquet Club close to the Marriott Hotel beach was partly drained between July 27 and 30 , 2005 , after an individual ( \" the gardener \" ) came forward . According to Jug Twitty , the gardener claimed to have seen Joran van der Sloot attempting to hide his face , driving into the Racquet Club with the two Kalpoes on the morning of May 30 between 2 : 30 a.m. and 3 : 00 a.m. Nancy Grace described the gardener as \" the man whose testimony cracks the case wide open \" . Another person , \" the jogger \" , claimed to have seen men burying a blonde @-@ haired woman in a landfill during the afternoon of May 30 . The police had searched the landfill in the days following Holloway 's disappearance . The landfill was searched three times after the jogger 's statements , including a search by the FBI with cadaver dogs . The searches were fruitless . \\n<|endoftext|> On July 25 , 2005 , the reward for Holloway 's safe return was increased from $ 200 @,@ 000 to $ 1 @,@ 000 @,@ 000 , with a $ 100 @,@ 000 reward for information leading to the location of her remains . Following Holloway 's disappearance , a reward of $ 50 @,@ 000 had been established for her return . In August 2005 , the reward for information as to her remains was increased from $ 100 @,@ 000 to $ 250 @,@ 000 . \\n<|endoftext|> The FBI announced that Aruban authorities had provided it with documents , suspect interviews , and other evidence . A group from the Aruban police and prosecutor 's office traveled to the FBI central laboratory at Quantico , Virginia , to consult with American investigators . After a piece of duct tape was found with strands of blond hair attached to it , samples were tested both at a Dutch lab and at Quantico . The FBI announced that the hair was not Holloway 's . \\n<|endoftext|> The Kalpoe brothers were rearrested\n\n### 250000 ###\nDescription of a very high speed transit (VHST) system operating in its own rarefied atmosphere in evacuated tubes in underground tunnels. Most cases considered took less time to go coast-to-coast (e.g., 21 min) than it takes an aircraft to climb to an efficient operating altitude. VHST's tubecraft ride on, and are driven by, electromagnetic (EM) waves. In accelerating, it employs the energy of the surrounding EM field; in decelerating, it returns most of this energy to the system. Tunnel systems would be shared by oil, water, and gas pipelines; channels for laser and microwave waveguides; electric power lines including superconducting ones; and freight systems. Environmental and economic benefits are substantial, and the technology for building and operating the system exists.\\n\\nThis report is part of the RAND Corporation paper series. The paper was a product of the RAND Corporation from 1948 to 2003 that captured speeches, memorials, and derivative research, usually prepared on authors' own time and meant to be the scholarly or scientific contribution of individual authors to their professional fields. Papers were less formal than reports and did not require rigorous peer review.\\n\\nPermission is given to duplicate this electronic document for personal use only, as long as it is unaltered and complete. Copies may not be duplicated for commercial purposes. Unauthorized posting of RAND PDFs to a non-RAND Web site is prohibited. RAND PDFs are protected under copyright law. For information on reprint and linking permissions, please visit the RAND Permissions page.\\n\\nThe RAND Corporation is a nonprofit institution that helps improve policy and decisionmaking through research and analysis. RAND's publications do not necessarily reflect the opinions of its research clients and sponsors.<|endoftext|>Five of the leading commanders at the centre of Turkey’s failed military coup have reportedly ‘committed suicide’ as the investigation into the takeover continues.\\n\\nIstanbul’s former Security Branch Manager Mithat Aynacı, who was arrested after being pulled from a tank dressed in military camouflage, has reportedly killed himself while in prison.\\n\\n8 Mithat Aynacı bei\n\n### 252000 ###\n’s Driver’s License Got Everyone At The DMV...\\n\\nWhen U.S. Marine Corps veteran Alex Morales went to the DMV to get his license renewed in earlier December, he was asked to take off his ‘USMC’ hat for the photo.\\n\\nThe veteran, however, didn’t want to remove the hat. He was asked a second time, and for a second time, and he refused.\\n\\nWhen an official asked why he wouldn’t remove his cap, Morales made an observation that had the employees at the DMV at a loss for words.\\n\\nSeeing other men wearing religious head coverings who were getting photographed with no problem, he answered: “Those men didn’t remove their head wear, I shouldn’t either.”\\n\\nMorales’s wife, Henrietta, posted about what Alex did to her Facebook page:\\n\\nHer post reads:\\n\\n“Today Alex went to the DMV to renew his license. When he was told to go have his picture taken he noticed that there were some men having their picture taken, these men were wearing turbins on there heads.\\n\\nAlex was asked to take his hat off to have his picture taken. He said “no”, and “no” again when asked the second time. When he was asked why he would not remove his hat he said, “those men didn’t remove their head wear, I shouldn’t either”.\\n\\nIt was explained that this was their attire and their religion. Alex told the DMV person that what he had on was his attire and when he entered the Marines he declared an oath to the USA, and one nation under God, so that his oath was under God so just as good as his religion.\\n\\nWell, the DMV people didn’t know what to do, they spoke to supervisors and called Sacramento. Alex was told, after an hour, that he could wear his hat for the picture and if there were any problems they would let him know and he could appeal their decision. He told them if there was a problem he WILL appeal it.\\n\n\n### 498000 ###\n. Everyone is equal in the name of love and everyone wants a happy family, which is not the privilege of foreigners. But a sweet family is built on the basis of love, you won’t get your happiness if your husband is a playboy even if he’s a god.\\n\\nIt’s kind of exaggerated when I said foreigners came to China to \"grab\" Chinese girls, but it originally came from one of my friends. Once there were several westerners talking on the subway, their conversation was heard by a man who knew English. They were talking about how many Chinese girls they had been with and one of them said five and soon got laughed at, and then another man said he had been with more than 10. Why is that? One of them added, it was easy to get a Chinese girl and most of them even ask foreigners out first. As long as you take a girl somewhere fancy, you won’t fail to get her even if she had a boyfriend then. He also said Chinese women are way too \"stupid\". Well, this is what the foreign students think of our \"female students\". Certainly it didn’t represent the thoughts of all the foreigners, but it was enough to tell us what our female students are like in those foreigners’ eyes.\\n\\nThen we go back to see how the girls worship foreign things. Sometimes some female students go buy something in the store but speaking in English. Others think they are foreigners and the store owner also is puzzled. But as they get out of the door and speak fluent Chinese, we then realize they are just fooling the store owner.\\n\\nHowever, there are quite a few happy transnational families. In fact, many foreigners living in China for long have already got accustomed to the Chinese lifestyle both in culture and diet. The only thing left is whether they can stay in China and live a normal family life. Of course, when coming into Chinese society, there’s no boundary when it comes to love. Chinese people and foreigners are the same except for their skin and appearance.\\n\\nBack to the point, love cannot be possessed by worshipping foreign things, nor can happiness be gained by marrying\n\n### 500000 ###\nI fucking hate when he does this shit pic.twitter.com/kpmcHnW4Cz — Miley Ray Cyrus (@MileyCyrus) April 22, 2018\\nSinger-actress Miley Cyrus has shared a rare video of herself with her partner, actor Liam Hemsworth, on social media. She shared a video of them both in a car, which showed Hemsworth listening to rap music as he drove them to their destination.Cyrus captioned the image: \"I f***ing hate it when he does this s**t.\"In the clip, she was sporting a top which had the word 'Sunday' emblazoned across the front as she sat in the passenger seat. With his music blaring out, she filmed herself dancing and bopping her head to the music. Then all of a sudden, he made Cyrus jump as he suddenly screamed at her, causing to drop her phone in panic.(With IANS inputs)<|endoftext|>Uttar Pradesh chief minister Yogi Adityanath has maintained that 63 children in government-run Gorakhpur hospital died because of their ailments and not oxygen shortage, but grieving parents say their children were fine till the oxygen supply was cut.Some like Mohd Zahid, father of a five-year-old, alleged that BRD hospital authorities refused to declare their children dead, even as their bodies had turned ice cold as this would have further taken up the death toll.Another father said that while his son started bleeding from the nose, the hospital staff dismissed it saying, “Kachra nikal raha hai” (It’s just body waste that is coming out).In a harrowing tragedy exposing the sorry state of medical facilities in Uttar Pradesh, at least 32 children perished between August 10 and 11, allegedly due to no oxygen supply. A total of 63 children died within a span of five days, even as different ministers here could be seen making repeated tours of the BRD Medical College and passing the buck.The chief minister even dubbed the claim of oxygen shortage as fake news. Health Minister Sidharth Nath Singh attributed various other reasons to the tragedy. Yet, nothing can be done to ease the pain\n\n### 502000 ###\n the 2016 massacre were of foreign origin, according to al-Qaida in the Islamic Maghreb, which claimed responsibility in the aftermath along with the jihadist group known as Al Mourabitoun. But the terror threat in Burkina Faso is increasingly homegrown, experts say.The northern border region is now the home of a local preacher, Ibrahim Malam Dicko, who radicalized and has claimed recent deadly attacks against troops and civilians. His association, Ansarul Islam, is now considered a terrorist group by Burkina Faso's government.<|endoftext|>Japanese Prime Minister Shinzo Abe said he agreed with President Donald Trump during a telephone call on Tuesday that their top priority on North Korea was to do what they could to halt its missile launches.\"Through a firm partnership between Japan and the U.S. and cooperating with China, Russia and the international community we agreed that our priority was to work to ensure that North Korea doesn't launch more missiles,\" Abe told reporter after he spoke to Trump.Abe said he also praised a commitment by Trump that the United States would ensure the security of U.S. allies in the region as threats from North Korea intensify.\"President Trump reaffirmed that the United States stands ready to defend and respond to any threat or actions taken by North Korea against the United States or its allies, South Korea and Japan,\" the White House said in a statement.Under an alliance treaty, the United States has pledged to defend Japan. Japan will ask the United States to reaffirm that commitment in high-level talks in Washington this week.Trump and Abe discussed a range of other regional and global issues of mutual interest, the White House said.<|endoftext|>As India prepares to mark 70 years of independence which was marked by a violent and bloody Partition, here’s a look at some of the numbers behind the defining event:The number of years the British ruled in India, first through the East India Company and then the Crown. The Company, however, had managed trading posts in India for more than a century before assuming more official control after 1757.The population across British India — including modern-day Pakistan and Bangladesh — at \n\n### 748000 ###\n Though Bob de Voogd scored two goals for the Dutch, India sealed the match 4-3 and walked away with winning point.India, who lost both their matches against fifth-ranked Belgium to start the European tour on a dismal note, will play Netherlands again on Monday.<|endoftext|>Looks like creating controversy is a favourite pass time of Bigg Boss contestants. If a report published in Mid-day is anything to go by, this season’s participant Zubair Khan, who entered the house last week, claiming he was Haseena Parkar's son-in-law, has landed himself in legal trouble.Zubair had also claimed that he was one of the producers on the Haseena Parkar biopic, which starred Shraddha Kapoor in the lead role.His statements, however, have left one of the real co-producers on the film, Sameer Antulay, who also is a member of Dawood’s family, furious. According to tabloid mid-day, Sameer is planning to approach the police to file a complaint against Zubair for misusing their family name.\"Zubair Khan is a fraud. He has no connections with our family. He is misusing the Dawood title for publicity. We will be approaching the cops to register an FIR against him,\" Sameer was quoted as saying by Mid-day.\"Haseena Parkar has two daughters – Qudsia and Humeira. Neither of them knows Zubair. Some media platforms Zubair had been able to reach have claimed that Qudsia was his wife, but Qudsia is married to businessman Zaheer Shaikh, who deals in garments. These rumours need to end as my sisters are facing a lot of problems,” Sameer added.Sameer further said he has all the documents to prove that Zubair is faking his identity on the show.\"In 2014, Zubair had approached Haseena, seeking permission to make her biography. But Haseena had rejected the idea,\" Sameer said.Well, if it’s at all true then Zubair is in a serious trouble.<|endoftext|>Indian stars Priyanka Chopra and Deepika Paduk\n\n### 750000 ###\n<p>I found the platform module but it says it returns 'Windows' and it's returning 'Microsoft' on my machine. I notice in another thread here on stackoverflow it returns 'Vista' sometimes.</p>\\n<p>So, the question is, how do implemement?</p>\\n<pre><code>if is_windows():\\n ...\\n</code></pre>\\n<p>In a forward compatible way? If I have to check for things like 'Vista' then it will break when the next version of windows comes out.</p>\\n<hr />\\n<p>Note: The answers claiming this is a duplicate question do not actually answer the question <code>is_windows</code>. They answer the question "what platform". Since many flavors of windows exist none of them comprehensively describe how to get an answer of <code>isWindows</code>.</p>\\n\\n<p>Python <a href=\"http://docs.python.org/library/os.html\" rel=\"noreferrer\">os</a> module</p>\\n\\n<p>Specifically for Python 3.6/3.7:</p>\\n\\n<blockquote>\\n <p><code>os.name</code>: The name of the operating\\n system dependent module imported. The\\n following names have currently been\\n registered: 'posix', 'nt', 'java'.</p>\\n</blockquote>\\n\\n<p>In your case, you want to check for 'nt' as <code>os.name</code> output:</p>\\n\\n<pre><code>import os\\n\\nif os.name == 'nt':\\n ...\\n</code></pre>\\n\\n<p>There is also a note on <code>os.name</code>:</p>\\n\\n<blockquote>\\n <p>See also <a href=\"https://docs.python.org/3.5/library/sys.html#sys.platform\" rel=\"noreferrer\n\n### 752000 ###\n in the status bar. </p>\\n\\n<p>2:<br>\\nGet all the data (not very much data) in a JSON object when loading the page and change the dropdownlist 2 using javascript.<br>\\nPros:<br>\\nDon't need to communicate with server(less traffic)<br>\\nCons:<br>\\nCan't use the postback feature and validator and more troublesome to write server validation.</p>\\n\\n<p>Also, I usually write the JSON object to the page as follows: </p>\\n\\n<pre><code>var locations = <asp:Literal runat=\"server\" id=\"litLocation\" text=\"[]\" />\\n</code></pre>\\n\\n<p>And then set the \"litLocation\" in page_load after the data is processed by datacontractjsonserializer.\\nDo you do it in the same way?</p>\\n\\n<p>So apparently VisitMemberAccess has no idea what to do with an int, only string and datetime (starting on line 152 of SubSonic.Linq.Structure.TSqlFormatter). I don't know why this would be called on a join, since a join is usually between an int pk/fk (or guid if you like).</p>\\n\\n<p>I ended up scrapping the linq query in favor of SubSonic.Query.Select. Here is my new code that works:</p>\\n\\n<pre><code> var query = db.Select.From<CountyLookup>()\\n .InnerJoin<StateLookUp>()\\n .Where(CountyLookupTable.Name2Column)\\n .IsEqualTo(countyName)\\n .And(StateLookUp\n\n### 850000 ###\n>Both Visual Studio 2005 and Visual Studio 2008 is installed on my PC, but when I open a .aspx or .master file from Explorer, it opens in 2005. I would like them to open in 2008. </p>\\n\\n<p>I could change the file associations manually, but there are quite a lot of file extensions to go through. </p>\\n\\n<p>Is there an easy way to give all the file associations back to 2008?</p>\\n\\n<p>maybe this:\\nOptions -> Environment -> General -> Restore File Associations</p>\\n <p>You should be able to do it like this.</p>\\n\\n<p>First create a text file (assocs) with all your existing settings</p>\\n\\n<pre><code>assoc | findstr -i VisualStudio > assocs\\n</code></pre>\\n\\n<p>Next edit this file change 8.0 to 9.0 in cases like:</p>\\n\\n<blockquote>\\n <p>.vbdproj=VisualStudio.vbdproj.8.0 -> .vbdproj=VisualStudio.vbdproj.9.0</p>\\n</blockquote>\\n\\n<p>Next save this file and run the following command to create a batch file to alter the settings:</p>\\n\\n<pre><code>for /f \"tokens=1-10 delims==\" %i in (assocs.) do @echo assoc %i=%j >> new_assocs.bat\\n</code></pre>\\n\\n<p>Finally run the batch file:</p>\\n\\n<pre><code>new_assocs.bat\\n</code></pre><|endoftext|><p>I created a model in Excel to use in conjunction with Solver. It mostly works. The only problem is that Solver is not really treating the cells constrained as binary properly. When it's done finding a solution, some of the numbers are actually 0.9999996, 1.0000000003, 0\n\n### 950000 ###\n to the debug perspective, I can only see the class instance (on which the function was called) and the two parameters. I cannot expand the class instance to see the values of its member variables. There is a space to the left of the instance so I would assume that there should be an arrow there so one is able to expand it in a similar way as in the Outline.</p>\\n\\n<p>Is there a configuration or something I must enable for this? Or have I misunderstood the variables window?</p>\\n\\n<p>If it matters, this is Eclipse 3.2.2 in Ubuntu Linux.</p>\\n\\n<hr>\\n\\n<p><strong>[Update]</strong>\\nI downloaded a new release from <a href=\"http://www.eclipse.org/downloads/download.php?file=/technology/epp/downloads/release/galileo/R/eclipse-java-galileo-linux-gtk.tar.gz\" rel=\"nofollow noreferrer\">http://www.eclipse.org/downloads/download.php?file=/technology/epp/downloads/release/galileo/R/eclipse-java-galileo-linux-gtk.tar.gz</a></p>\\n\\n<p>\"About Eclipse\" now reports \"Build id: 20090619-0625\".</p>\\n\\n<p>Testcase:</p>\\n\\n<pre><code>class Foo {\\n private int bar;\\n\\n Foo() {\\n bar = 1;\\n }\\n\\n public void set(int newbar) {\\n assert (newbar<0);\\n bar = newbar;\\n }\\n}\\n\\nclass Test {\\n\\n public static void main (String[] args){\\n Foo f = new Foo();\\n f.set\n"}{"chunk_id":"f68458","wall_time_seconds":0.000005141,"exit_code":0,"original_token_count":25,"output":"sklearn NO\nnltk NO\nspacy NO\nkenlm NO\nfasttext NO\nsentence_transformers NO\nxgboost NO\nlightgbm NO\n"}{"chunk_id":"07e923","wall_time_seconds":0.000009455,"exit_code":0,"original_token_count":114,"output":"5359\n/workspace/.live/status.json\n/workspace/.metrics/sampler.pid\n/workspace/.metrics/sampler.sh\n/workspace/.metrics/system.jsonl\n/workspace/.timer/budget_secs\n/workspace/.timer/elapsed_secs\n/workspace/.timer/remaining_secs\n/workspace/.timer/start_epoch\n/workspace/.timer/timer.pid\n/workspace/data/multi_dev.npy\n/workspace/data/pool.jsonl\n/workspace/dev_eval.sh\n/workspace/model.py\n/workspace/pack_selection.py\n/workspace/timer.sh\n/workspace/train_nano.py\n"}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await Promise.all([\n tools.exec_command({cmd:\"rg -c ' @-@ | @,@ | @\\\\.@ ' data/pool.jsonl | head; rg -c '<p>|<pre><code>|</p>' data/pool.jsonl | head; rg -c '<\\\\|endoftext\\\\|>' data/pool.jsonl | head\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":2000}),\n tools.exec_command({cmd:\"python - <<'PY'\\nimport json,collections,math,re,statistics,time\\np='/workspace/data/pool.jsonl'\\nbins=collections.defaultdict(lambda: collections.Counter(n=0,chars=0,words=0,eos=0,htmlp=0,wiki=0,code=0,lines=0,urls=0))\\nlens=collections.defaultdict(list)\\nfor l in open(p):\\n d=json.loads(l); t=d['text']; b=d['id']//5000; c=bins[b]\\n c['n']+=1;c['chars']+=len(t);c['words']+=len(t.split());c['eos']+=('<|endoftext|>' in t);c['htmlp']+=('<p>' in t or '</p>' in t);c['wiki']+=(' @-@ ' in t or ' @,@ ' in t);c['code']+=('<pre><code>' in t);c['lines']+=t.count('\\\\n');c['urls']+=len(re.findall(r'https?://|www\\\\.',t));lens[b].append(len(t))\\nprint('bin n avgchar medchar eos htmlp wiki code lines/doc urls/doc')\\nfor b,c in bins.items():\\n print(f'{b*5000:6d} {c[\\\"n\\\"]:5d} {c[\\\"chars\\\"]/c[\\\"n\\\"]:7.0f} {statistics.median(lens[b]):7.0f} {c[\\\"eos\\\"]/c[\\\"n\\\"]:5.2f} {c[\\\"htmlp\\\"]/c[\\\"n\\\"]:5.2f} {c[\\\"wiki\\\"]/c[\\\"n\\\"]:5.2f} {c[\\\"code\\\"]/c[\\\"n\\\"]:5.2f} {c[\\\"lines\\\"]/c[\\\"n\\\"]:6.1f} {c[\\\"urls\\\"]/c[\\\"n\\\"]:5.2f}')\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":8000}),\n tools.exec_command({cmd:\"python - <<'PY'\\nimport json,re,random\\npat={'wiki':re.compile(r' @-@ | @,@ '),'qa':re.compile(r'<p>.*</p>|<pre><code>',re.S),'eos':re.compile(r'<\\\\|endoftext\\\\|>')}\\nres={k:[] for k in pat}\\nfor l in open('/workspace/data/pool.jsonl'):\\n d=json.loads(l)\\n for k,p in pat.items():\\n if p.search(d['text']) and len(res[k])<10: res[k].append(d)\\nfor k,ds in res.items():\\n print('\\\\n========',k)\\n for d in ds: print(d['id'],len(d['text']),repr(d['text'][:350]))\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":12000})\n]);\nfor (const x of r) text(x);\n"
}exec result
Script running with cell ID 5
Wall time 11.0 seconds
Output:
encrypted chain-of-thought — recorded, not exposed
args
{
"cell_id": "5",
"yield_time_ms": 30000,
"max_tokens": 22000
}wait result
Script completed
Wall time 0.0 seconds
Output:
{"chunk_id":"60d211","wall_time_seconds":0.396497947,"exit_code":0,"original_token_count":3,"output":"112\n125536\n"}{"chunk_id":"d2829b","wall_time_seconds":14.323268839,"exit_code":0,"original_token_count":626,"output":"bin n avgchar medchar eos htmlp wiki code lines/doc urls/doc\n 0 5000 3026 1732 0.00 0.00 0.00 0.00 15.7 0.21\n 5000 5000 3074 1787 0.00 0.00 0.00 0.00 15.9 0.21\n 10000 5000 3152 1893 0.00 0.00 0.00 0.00 14.6 0.31\n 15000 5000 3147 1820 0.00 0.00 0.00 0.00 15.0 0.20\n 20000 5000 3066 1792 0.11 0.00 0.00 0.00 15.0 0.17\n 25000 5000 3181 1746 0.51 0.00 0.00 0.00 16.6 0.21\n 30000 5000 3099 1764 0.51 0.00 0.00 0.00 14.8 0.20\n 35000 5000 3051 1807 0.50 0.00 0.00 0.00 15.0 0.20\n 40000 5000 2989 1723 0.49 0.00 0.00 0.00 14.5 0.18\n 45000 5000 3111 1776 0.62 0.00 0.00 0.00 14.6 0.20\n 50000 5000 3096 1820 0.74 0.00 0.00 0.00 14.9 0.16\n 55000 5000 3131 1764 0.74 0.00 0.00 0.00 14.8 0.18\n 60000 5000 3105 1820 0.75 0.00 0.00 0.00 15.3 0.20\n 65000 5000 2931 1736 0.75 0.00 0.00 0.00 13.7 0.19\n 70000 5000 2899 1762 0.75 0.00 0.00 0.00 13.9 0.18\n 75000 5000 3219 1852 0.75 0.00 0.00 0.00 15.4 0.22\n 80000 5000 3061 1788 0.75 0.00 0.00 0.00 14.7 0.18\n 85000 5000 3029 1742 0.74 0.00 0.00 0.00 14.5 0.19\n 90000 5000 3167 1826 0.75 0.00 0.00 0.00 14.8 0.22\n 95000 5000 3023 1841 0.84 0.00 0.00 0.00 14.2 0.19\n100000 5000 3314 1751 0.88 0.00 0.00 0.00 16.2 0.22\n105000 5000 3078 1791 0.87 0.00 0.00 0.00 14.8 0.20\n110000 5000 3422 1940 0.87 0.00 0.00 0.00 28.3 0.36\n115000 5000 6366 3466 0.88 0.00 0.00 0.00 162.5 1.52\n120000 5000 6226 3443 0.88 0.00 0.00 0.00 161.7 1.79\n125000 5000 6154 3297 0.87 0.00 0.00 0.00 152.3 1.15\n130000 5000 5968 3342 0.87 0.00 0.00 0.00 152.2 1.12\n135000 5000 6228 3449 0.87 0.00 0.00 0.00 161.1 1.19\n140000 5000 6097 3410 0.88 0.00 0.00 0.00 153.7 2.03\n145000 5000 6331 3459 0.93 0.00 0.00 0.00 163.5 1.06\n150000 5000 6085 3220 0.94 0.00 0.00 0.00 147.6 1.30\n155000 5000 5957 3408 0.94 0.00 0.00 0.00 157.2 0.91\n160000 5000 6096 3419 0.93 0.00 0.00 0.00 155.3 1.34\n165000 5000 6163 3370 0.94 0.00 0.00 0.00 162.5 1.49\n170000 5000 6155 3414 0.94 0.00 0.00 0.00 160.7 1.16\n175000 5000 6487 3516 0.93 0.00 0.00 0.00 165.4 0.89\n180000 2016 6010 3352 0.93 0.00 0.00 0.00 157.9 0.67\n"}{"chunk_id":"7f956c","wall_time_seconds":5.092842353,"exit_code":0,"original_token_count":1843,"output":"\n======== wiki\n\n======== qa\n6138 3373 'XForms/Read and write with get and put\\nSometimes 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. This is the case when an application has a confi'\n13746 4110 'Scaling the Windows Stack George Beech @GABeech PICC ‘12.\\nout of 23\\nPost on 27-Dec-2015\\nEmbed Size (px)\\n<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 scaling pain</p> <p>Stack ExchangeStack Exchange is a f'\n14810 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.\\n<form action=\"https://indieauth.com/auth\" method=\"get\"> <label for=\"indie_auth_url\">Web Address:</label> <input id=\"indie_auth_url\" type=\"text\" name=\"me\" placeholder=\"yourdomain.'\n22017 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?\\n- 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: Why Global Development Is Succeeding and How We \"\n28721 1781 '++ I\\'m commenting mostly just to bump this excellent piece of advice.\\nSince 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–\\nplackup -L Shotgun -MPlack::App::WrapCGI -e \"Plack::App::WrapCGI->new(script => shift)\" [cgi]\\n–which lends itself to'\n33046 2387 ' Business Deserves a Great Website\\n9thWonder 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 websites that reinforce your brand, engage prospects and'\n45528 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 Intermap. \"Jon\\'s extensive experience and expertise'\n46158 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.\\nPreparation: Collect propolis from beehives every 10 days dur'\n71715 1378 ' media is an increasing part of everyday life for many of us. I know that I use it both for work and personally.\\nSuccess in of chemistry is usually underpinned by a sound knowledge of key concepts, such as a good working knowledge of atoms and bonding.\\nTAPS aims to develop support for a valid, reliable and manageable system of primary school scienc'\n84735 2002 'Structural Characterization of a Minimal Antibody against Human APOBEC3B.\\nPublication Type:Journal Article\\nSource:Viruses, Volume 13, Issue 4 (2021)\\n<p>APOBEC3B (A3B) is one of seven human APOBEC3 DNA cytosine deaminases that restrict viral infections as part of the overall innate immune response, but it also plays a major role in tumor evolution b'\n\n======== eos\n23928 3176 '<|endoftext|>Leadership Skills for Staff Engagement in Improving Quality - A Practical Toolkit\\nIn healthcare, how we engage with staff and each other impacts everything we do from patient mortality and outcomes to staff well-being. If you are interested in the welfare and experience of your service users and staff, in improving clinical outcomes or'\n23930 3513 '<|endoftext|>Self-esteem -- your perception of your worthiness -- develops during your early childhood years and can have an enormous effect on you even into your late adult years. Low self-esteem can become a vicious cycle and can result in depression, loneliness, a lack of close relationships and even suicide. Since low self-esteem is such a diff'\n23931 1324 ' and video devices include televisions, players, headsets, digital cameras, remote controls and speakers. These diverse devices all have different axes of technology innovation but also a number of things in common. They need to deliver the best performance for video and audio content that they capture or playback. They need to have optimized power'\n23933 6454 '<|endoftext|>On July 20, as I was roughing out an essay about Berlin for this page, a settlement was announced between Vienna’s Leopold Museum and the estate of Lea Bondi Jaray. The estate had contended that Egon Schiele’s Portrait of Wally (1912)—seized by American authorities while on loan from the Leopold to MoMA in 1998—had been stolen from its'\n23935 2879 '<|endoftext|>Motorists in Ontario have a contractual relationship with their insurance company. If you have any type of insurance, you have a contract with the insurance company. It is well-established in law that parties to insurance contract are required to deal with each other in good faith at all times. You insurance adjusters who are appointed'\n23939 1524 'ia Beattie traveled the world with nomadic parents before growing up mostly in England. (The actual growing up is mostly still happening). Salt Spring Island has become her latest home. There, she plays solo in sunlit outdoor settings and writes songs for an EP set to be released in singles this spring with co-writer Dave Ronald.\\nJulia’s first albu'\n23940 1626 '<|endoftext|>Child visitation cases are very common legal battles encountered by a Brooklyn Visitation Lawyer, when children of separated parties become subjects of exchanges of custodies.\\nA visitation exchange happens when a child moves from one parent to another at a time specified in custody exchanges judgment. In this case, as reviewed by one o'\n23943 442 '<|endoftext|>Share of Cat. A, B and C\\nFor the purpose of this analysis, the Agreement is broken down into all 238 notifiable article items contained in Section I. There are 36 measures set out in 12 Articles in Section I of the Agreement. Members were given the opportunity to break down the notified measure into all small article items contained in'\n23951 1538 'UTHORITIES have lost a bid to seize former greyhound trainer Tom Noble\\'s property after his conviction for animal cruelty.\\nNoble, 70, avoided jail time when he was sentenced 18 months ago for his role in the live baiting scandal.\\nThe State of Queensland went to the supreme court to seize the Churchable property where live baiting happened.\\n\"The cri'\n23952 3133 'OM THE NATIONAL FRONT and what it means to you!\\n1. On January 25th the non-partisan Congressional Budget Office (CBO) reduced its estimate of how many people would enroll in health coverage through the ACA State and Federal exchanges from 21 million down to 13 million. They also further estimated that 11 of those 13 million would be receiving subsi'\n"}The dev target is exactly four contiguous 250k-token registers: Wikipedia-style text, curated web prose, newswire, and Stack Overflow-style Q&A. The pool has no dedicated Wikipedia block and very little literal Q&A markup, so the robust strategy is to select clean expository, journalistic, and technical material by content/style signals and enforce quotas; relying on one source-format signature would leave major target regions uncovered. I’m starting with a random-control run and a first broad quality filter.
encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const patch = \"*** Begin Patch\\n*** Add File: /workspace/analyze_candidates.py\\n+#!/usr/bin/env python3\\n+\\\"\\\"\\\"Development helper: score the pool and emit experimental rankings.\\\"\\\"\\\"\\n+import collections\\n+import json\\n+import math\\n+import random\\n+import re\\n+from pathlib import Path\\n+\\n+import numpy as np\\n+from transformers import AutoTokenizer\\n+\\n+ROOT = Path(\\\"/workspace\\\")\\n+POOL = ROOT / \\\"data/pool.jsonl\\\"\\n+DEV = ROOT / \\\"data/multi_dev.npy\\\"\\n+OUT = ROOT / \\\"candidates\\\"\\n+OUT.mkdir(exist_ok=True)\\n+\\n+WORD_RE = re.compile(r\\\"[A-Za-z]+(?:['’][A-Za-z]+)?|[0-9]+(?:[.,][0-9]+)*\\\")\\n+ALPHA_RE = re.compile(r\\\"[A-Za-z]+(?:['’][A-Za-z]+)?\\\")\\n+BAD_PHRASES = (\\n+ \\\"cookie policy\\\", \\\"all rights reserved\\\", \\\"privacy policy\\\", \\\"terms of use\\\",\\n+ \\\"click here\\\", \\\"sign up\\\", \\\"log in\\\", \\\"subscribe to\\\", \\\"javascript is required\\\",\\n+ \\\"enable javascript\\\", \\\"follow us on\\\", \\\"share this\\\", \\\"free shipping\\\",\\n+ \\\"add to cart\\\", \\\"customer reviews\\\", \\\"contact us\\\", \\\"read more\\\", \\\"view all\\\",\\n+)\\n+TECH_WORDS = set(\\\"\\\"\\\"\\n+ code function class method variable object array string integer python java javascript\\n+ linux windows database server client api application software program programming\\n+ command file directory package module library framework error exception install\\n+ configuration configure query sql html css algorithm data compiler memory network\\n+ request response protocol interface type return value parameter output input github\\n+ version system process thread shell terminal user implementation solution example\\n+ using use problem issue test build runtime developer development web xml json\\n+\\\"\\\"\\\".split())\\n+NEWS_WORDS = set(\\\"\\\"\\\"\\n+ said says according reported reports officials government president minister police\\n+ court state country monday tuesday wednesday thursday friday saturday sunday year\\n+ percent million billion company group spokesman spokeswoman agency election law\\n+ killed died attack military city international news market shares county council\\n+\\\"\\\"\\\".split())\\n+ENC_WORDS = set(\\\"\\\"\\\"\\n+ known called located founded species century history population region area including\\n+ refers defined consists became developed established based form type example however\\n+ during later early modern theory research study university language system include\\n+ generally typically commonly number several may can also such first world\\n+\\\"\\\"\\\".split())\\n+\\n+tok = AutoTokenizer.from_pretrained(\\\"gpt2\\\")\\n+dev_ids = np.load(DEV)\\n+domain_counts = []\\n+for j in range(4):\\n+ txt = tok.decode(dev_ids[j * 250_000:(j + 1) * 250_000])\\n+ domain_counts.append(collections.Counter(w.lower().replace(\\\"’\\\", \\\"'\\\") for w in ALPHA_RE.findall(txt)))\\n+all_target = sum(domain_counts, collections.Counter())\\n+target_total = sum(all_target.values())\\n+target_vocab = {w for w, n in all_target.items() if n >= 2}\\n+\\n+COMMON = set(\\\"\\\"\\\"\\n+the of and to in a is that for it as was with be by on are this from or at an not have\\n+has but they which you were their one all we can more there been if will would about\\n+who so when what its into no also than other some could them these may such only new\\n+time do two first any my now like our over after most me even because how many well\\n+where people through between had he she his her your i us out up get use\\n+\\\"\\\"\\\".split())\\n+\\n+def score_doc(d):\\n+ text = d[\\\"text\\\"]\\n+ low = text.lower()\\n+ words = [w.lower().replace(\\\"’\\\", \\\"'\\\") for w in WORD_RE.findall(text)]\\n+ alpha = [w for w in words if w[0].isalpha()]\\n+ n = len(alpha)\\n+ if not n:\\n+ return None\\n+ cnt = collections.Counter(alpha)\\n+ chars = len(text)\\n+ lines = text.splitlines() or [text]\\n+ nonempty = [x.strip() for x in lines if x.strip()]\\n+ short_line = sum(len(x) < 45 for x in nonempty) / max(1, len(nonempty))\\n+ line_unique = len(set(nonempty)) / max(1, len(nonempty))\\n+ common = sum(cnt[w] for w in COMMON) / n\\n+ vocab = sum(v for w, v in cnt.items() if w in target_vocab) / n\\n+ # Target unigram fit: clipped so named entities and niche terminology do not dominate.\\n+ logp = sum(v * max(-12.0, math.log((all_target.get(w, 0) + .2) / target_total))\\n+ for w, v in cnt.items()) / n\\n+ unique = len(cnt) / n\\n+ alpha_chars = sum(c.isalpha() for c in text)\\n+ upper = sum(c.isupper() for c in text) / max(1, alpha_chars)\\n+ digits = sum(c.isdigit() for c in text) / max(1, chars)\\n+ punct = sum(c in \\\".,;:!?\\\" for c in text) / max(1, chars)\\n+ bad = sum(low.count(p) for p in BAD_PHRASES)\\n+ urls = len(re.findall(r\\\"https?://|www\\\\.\\\", low))\\n+ weird = text.count(\\\"�\\\") + text.count(\\\"Â\\\") + text.count(\\\"Ã\\\")\\n+ # Natural prose has enough function words, reasonable lexical coverage, sentences,\\n+ # and few menu fragments. Broad plateaus avoid preferring one register too strongly.\\n+ q = 0.0\\n+ q += 3.2 * vocab + 0.42 * logp\\n+ q -= 5.0 * abs(common - .37)\\n+ q += 0.32 * min(math.log1p(n), 8.0)\\n+ q += 1.4 * min(punct, .035) / .035\\n+ q -= 2.0 * max(0.0, upper - .12)\\n+ q -= 2.0 * max(0.0, digits - .12)\\n+ q -= 1.3 * max(0.0, short_line - .55)\\n+ q -= 1.0 * max(0.0, .7 - line_unique)\\n+ q -= .08 * min(bad, 15) + .04 * min(urls, 20) + .25 * min(weird, 5)\\n+ q -= 2.0 * max(0.0, .18 - unique)\\n+ if chars < 500: q -= (500 - chars) / 250\\n+ if chars > 50000: q -= math.log(chars / 50000)\\n+ if alpha_chars / max(1, chars) < .55: q -= 1.5\\n+ tech = sum(cnt[w] for w in TECH_WORDS) / n\\n+ news = sum(cnt[w] for w in NEWS_WORDS) / n\\n+ enc = sum(cnt[w] for w in ENC_WORDS) / n\\n+ # Naive-Bayes target-domain affinity, centered per word for length invariance.\\n+ affin = []\\n+ for dc in domain_counts:\\n+ total = sum(dc.values())\\n+ affin.append(sum(v * math.log((dc.get(w, 0) + .2) / (all_target.get(w, 0) + .8))\\n+ for w, v in cnt.items()) / n + math.log(target_total / total))\\n+ return {\\n+ \\\"id\\\": d[\\\"id\\\"], \\\"chars\\\": chars, \\\"words\\\": n, \\\"q\\\": q,\\n+ \\\"tech\\\": tech, \\\"news\\\": news, \\\"enc\\\": enc, \\\"aff\\\": affin,\\n+ \\\"vocab\\\": vocab, \\\"common\\\": common, \\\"short\\\": short_line,\\n+ }\\n+\\n+rows = []\\n+with open(POOL) as f:\\n+ for k, line in enumerate(f, 1):\\n+ s = score_doc(json.loads(line))\\n+ if s is not None: rows.append(s)\\n+ if k % 25000 == 0: print(\\\"scored\\\", k, flush=True)\\n+json.dump(rows, open(OUT / \\\"scores.json\\\", \\\"w\\\"), separators=(\\\",\\\", \\\":\\\"))\\n+\\n+ids = [r[\\\"id\\\"] for r in rows]\\n+rng = random.Random(20260803); rng.shuffle(ids)\\n+json.dump(ids, open(OUT / \\\"random.json\\\", \\\"w\\\"))\\n+\\n+rank = sorted(rows, key=lambda r: r[\\\"q\\\"], reverse=True)\\n+json.dump([r[\\\"id\\\"] for r in rank], open(OUT / \\\"quality.json\\\", \\\"w\\\"))\\n+\\n+# Four broad lanes. Affinity augments interpretable features; quality stays primary.\\n+lanes = [[], [], [], []]\\n+for r in rows:\\n+ lane_scores = [\\n+ r[\\\"q\\\"] + 10*r[\\\"enc\\\"] + 1.5*r[\\\"aff\\\"][0],\\n+ r[\\\"q\\\"] + .6*r[\\\"aff\\\"][1],\\n+ r[\\\"q\\\"] + 12*r[\\\"news\\\"] + 1.2*r[\\\"aff\\\"][2],\\n+ r[\\\"q\\\"] + 15*r[\\\"tech\\\"] + 1.5*r[\\\"aff\\\"][3],\\n+ ]\\n+ lane = max(range(4), key=lambda j: lane_scores[j] - r[\\\"q\\\"])\\n+ lanes[lane].append((lane_scores[lane], r))\\n+for x in lanes: x.sort(key=lambda z: z[0], reverse=True)\\n+# Round robin by estimated characters, giving equal lane mass in priority prefixes.\\n+pos = [0]*4; mass = [0]*4; balanced=[]\\n+used=set()\\n+while len(balanced) < len(rows):\\n+ active=[j for j in range(4) if pos[j] < len(lanes[j])]\\n+ if not active: break\\n+ j=min(active,key=lambda z:mass[z])\\n+ r=lanes[j][pos[j]][1];pos[j]+=1\\n+ if r[\\\"id\\\"] not in used:\\n+ balanced.append(r[\\\"id\\\"]);used.add(r[\\\"id\\\"]);mass[j]+=r[\\\"chars\\\"]\\n+json.dump(balanced + [r[\\\"id\\\"] for r in rank if r[\\\"id\\\"] not in used], open(OUT / \\\"balanced.json\\\", \\\"w\\\"))\\n+print(\\\"lanes\\\", [len(x) for x in lanes], \\\"top quality\\\", [(r[\\\"id\\\"], round(r[\\\"q\\\"],3)) for r in rank[:10]])\\n*** End Patch\";\ntext(await tools.apply_patch(patch));\n"
}exec result
Script completed
Wall time 0.0 seconds
Output:
{}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await Promise.all([\n tools.exec_command({cmd:\"python analyze_candidates.py\",\"workdir\":\"/workspace\",\"yield_time_ms\":1000,\"max_output_tokens\":4000}),\n tools.exec_command({cmd:\"ls -l /workspace/analyze_candidates.py && cat /workspace/.timer/remaining_secs\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":1000})\n]);\nfor (const x of r) text(x);\n"
}exec result
Script completed
Wall time 1.2 seconds
Output:
{"chunk_id":"c2ec5c","wall_time_seconds":1.001570388,"session_id":61400,"original_token_count":0,"output":""}{"chunk_id":"f58930","wall_time_seconds":0.000008031,"exit_code":0,"original_token_count":20,"output":"-rw-r--r-- 1 root root 7504 Aug 3 23:28 /workspace/analyze_candidates.py\n5249\n"}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.write_stdin({session_id:61400,chars:\"\",yield_time_ms:30000,max_output_tokens:4000});\ntext(r);\n"
}exec result
Script running with cell ID 8
Wall time 11.0 seconds
Output:
encrypted chain-of-thought — recorded, not exposed
args
{
"cell_id": "8",
"yield_time_ms": 30000,
"max_tokens": 4000
}wait result
Script completed
Wall time 16.0 seconds
Output:
{"chunk_id":"839b77","wall_time_seconds":30.001851507,"session_id":61400,"original_token_count":0,"output":""}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.write_stdin({session_id:61400,chars:\"\",yield_time_ms:30000,max_output_tokens:4000});\ntext(r);\n"
}exec result
Script running with cell ID 9
Wall time 11.0 seconds
Output:
encrypted chain-of-thought — recorded, not exposed
args
{
"cell_id": "9",
"yield_time_ms": 30000,
"max_tokens": 4000
}wait result
Script completed
Wall time 16.4 seconds
Output:
{"chunk_id":"51a441","wall_time_seconds":30.001859187,"session_id":61400,"original_token_count":4,"output":"scored 25000\n"}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.write_stdin({session_id:61400,chars:\"\\u0003\",yield_time_ms:1000,max_output_tokens:2000});\ntext(r);\n"
}exec result
Script completed
Wall time 0.6 seconds
Output:
{"chunk_id":"be9da1","wall_time_seconds":0.558040092,"exit_code":130,"original_token_count":96,"output":"Traceback (most recent call last):\n File \"/workspace/analyze_candidates.py\", line 128, in <module>\n s = score_doc(json.loads(line))\n File \"/workspace/analyze_candidates.py\", line 87, in score_doc\n alpha_chars = sum(c.isalpha() for c in text)\n File \"/workspace/analyze_candidates.py\", line 87, in <genexpr>\n alpha_chars = sum(c.isalpha() for c in text)\nKeyboardInterrupt\n"}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const patch = \"*** Begin Patch\\n*** Update File: /workspace/analyze_candidates.py\\n@@\\n target_total = sum(all_target.values())\\n target_vocab = {w for w, n in all_target.items() if n >= 2}\\n+domain_totals = [sum(dc.values()) for dc in domain_counts]\\n+word_stats = {}\\n+for w, total_n in all_target.items():\\n+ word_stats[w] = (\\n+ max(-12.0, math.log((total_n + .2) / target_total)),\\n+ tuple(math.log((dc.get(w, 0) + .2) / (total_n + .8)) + math.log(target_total / dt)\\n+ for dc, dt in zip(domain_counts, domain_totals)),\\n+ )\\n@@\\n- words = [w.lower().replace(\\\"’\\\", \\\"'\\\") for w in WORD_RE.findall(text)]\\n- alpha = [w for w in words if w[0].isalpha()]\\n+ alpha = [w.lower().replace(\\\"’\\\", \\\"'\\\") for w in ALPHA_RE.findall(text)]\\n@@\\n- logp = sum(v * max(-12.0, math.log((all_target.get(w, 0) + .2) / target_total))\\n- for w, v in cnt.items()) / n\\n+ logp_sum = 0.0\\n+ aff_sums = [0.0] * 4\\n+ for w, v in cnt.items():\\n+ ws = word_stats.get(w)\\n+ if ws is None:\\n+ logp_sum += v * -12.0\\n+ else:\\n+ logp_sum += v * ws[0]\\n+ for j in range(4): aff_sums[j] += v * ws[1][j]\\n+ logp = logp_sum / n\\n@@\\n- alpha_chars = sum(c.isalpha() for c in text)\\n- upper = sum(c.isupper() for c in text) / max(1, alpha_chars)\\n- digits = sum(c.isdigit() for c in text) / max(1, chars)\\n- punct = sum(c in \\\".,;:!?\\\" for c in text) / max(1, chars)\\n+ alpha_chars = sum(map(len, alpha))\\n+ upper = len(re.findall(r\\\"[A-Z]\\\", text)) / max(1, alpha_chars)\\n+ digits = len(re.findall(r\\\"[0-9]\\\", text)) / max(1, chars)\\n+ punct = len(re.findall(r\\\"[.,;:!?]\\\", text)) / max(1, chars)\\n@@\\n- affin = []\\n- for dc in domain_counts:\\n- total = sum(dc.values())\\n- affin.append(sum(v * math.log((dc.get(w, 0) + .2) / (all_target.get(w, 0) + .8))\\n- for w, v in cnt.items()) / n + math.log(target_total / total))\\n+ affin = [x / n for x in aff_sums]\\n*** End Patch\";\ntext(await tools.apply_patch(patch));\n"
}exec result
Script completed
Wall time 0.0 seconds
Output:
{}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.exec_command({cmd:\"python analyze_candidates.py\",\"workdir\":\"/workspace\",\"yield_time_ms\":1000,\"max_output_tokens\":4000});\ntext(r);\n"
}exec result
Script completed
Wall time 1.2 seconds
Output:
{"chunk_id":"452211","wall_time_seconds":1.000793006,"session_id":27644,"original_token_count":0,"output":""}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.write_stdin({session_id:27644,chars:\"\",yield_time_ms:30000,max_output_tokens:4000});\ntext(r);\n"
}exec result
Script running with cell ID 13
Wall time 11.0 seconds
Output:
encrypted chain-of-thought — recorded, not exposed
args
{
"cell_id": "13",
"yield_time_ms": 30000,
"max_tokens": 4000
}wait result
Script completed
Wall time 15.6 seconds
Output:
{"chunk_id":"6b1e88","wall_time_seconds":30.002129016,"session_id":27644,"original_token_count":7,"output":"scored 25000\nscored 50000\n"}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.write_stdin({session_id:27644,chars:\"\",yield_time_ms:30000,max_output_tokens:4000});\ntext(r);\n"
}exec result
Script running with cell ID 14
Wall time 11.0 seconds
Output:
encrypted chain-of-thought — recorded, not exposed
args
{
"cell_id": "14",
"yield_time_ms": 30000,
"max_tokens": 4000
}wait result
Script completed
Wall time 16.6 seconds
Output:
{"chunk_id":"a195dd","wall_time_seconds":30.002043445,"session_id":27644,"original_token_count":7,"output":"scored 75000\nscored 100000\n"}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.write_stdin({session_id:27644,chars:\"\",yield_time_ms:30000,max_output_tokens:4000});\ntext(r);\n"
}exec result
Script running with cell ID 15
Wall time 11.0 seconds
Output:
encrypted chain-of-thought — recorded, not exposed
args
{
"cell_id": "15",
"yield_time_ms": 30000,
"max_tokens": 4000
}wait result
Script completed
Wall time 16.3 seconds
Output:
{"chunk_id":"318f20","wall_time_seconds":30.001689086,"session_id":27644,"original_token_count":7,"output":"scored 125000\nscored 150000\n"}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.write_stdin({session_id:27644,chars:\"\",yield_time_ms:30000,max_output_tokens:4000});\ntext(r);\n"
}exec result
Script running with cell ID 16
Wall time 11.0 seconds
Output: