gpt-5.6-sol
nano-gpt-data-curation — graded by the task's verifier against a measured baseline.
- backend
- modal
- variant
- codex azure_ai/gpt-5.6-sol
- metric
- held-out multi-domain perplexity
- actions
- 241
- duration
- 1h 14m
- recorded
- 2026-08-04
run iddclm-nano-curation__V4TWBJJ
Everything gpt-5.6-sol did on this task, in order.
download JSON ↗I’ll first profile the corpus, frozen pipeline, tokenizer accounting, and remaining wall time. Then I’ll build a reproducible quality/domain ranker, run targeted ablations on the dev set, and leave the strongest validated selection plus the required claim.
encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const p = await tools.update_plan({plan:[\n {step:\"Inspect corpus, evaluator, token accounting, and time budget\",status:\"in_progress\"},\n {step:\"Profile document sources/quality signals and build reproducible ranker\",status:\"pending\"},\n {step:\"Generate and benchmark candidate selections\",status:\"pending\"},\n {step:\"Finalize selection, curate.py, claim.md, and validate deliverables\",status:\"pending\"}\n]});\nconst r = await tools.exec_command({cmd:\"pwd && cat /workspace/.timer/remaining_secs && ls -lh /workspace /workspace/data && sed -n '1,260p' /workspace/train_nano.py && sed -n '1,220p' /workspace/model.py\",\"workdir\":\"/workspace\",\"yield_time_ms\":10000,\"max_output_tokens\":30000});\ntext(r.output);"
}exec result
Script completed
Wall time 0.4 seconds
Output:
/workspace
5380
/workspace:
total 14K
drwxr-xr-x 1 root root 57 Aug 3 22:37 data
-rwxrwxr-x 1 root root 714 Aug 3 22:34 dev_eval.sh
-rw-rw-r-- 1 root root 5.6K Aug 3 22:34 model.py
-rw-rw-r-- 1 root root 869 Aug 3 22:34 pack_selection.py
drwxr-xr-x 1 root root 10 Aug 3 22:37 submission
-rwxrwxr-x 1 root root 1.5K Aug 3 22:34 timer.sh
-rw-rw-r-- 1 root root 2.9K Aug 3 22:34 train_nano.py
/workspace/data:
total 775M
-r--r--r-- 1 root root 2.0M Aug 3 22:34 multi_dev.npy
-r--r--r-- 1 root root 773M Aug 3 22:35 pool.jsonl
"""From-scratch nano-GPT (30M) LM training on a 1D token .npy; report held-out perplexity.
Frozen recipe — the ONLY thing that varies between runs is the training token set."""
import argparse, math, time, numpy as np, torch
from model import GPT, GPTConfig
ap = argparse.ArgumentParser()
ap.add_argument("--train_npy", required=True)
ap.add_argument("--heldout_npy", required=True)
ap.add_argument("--out_json", required=True)
ap.add_argument("--max_iters", type=int, default=3000)
ap.add_argument("--warmup", type=int, default=150)
ap.add_argument("--batch", type=int, default=32)
ap.add_argument("--block", type=int, default=256)
ap.add_argument("--lr", type=float, default=6e-4)
ap.add_argument("--seed", type=int, default=1337)
a = ap.parse_args()
torch.manual_seed(a.seed); np.random.seed(a.seed)
dev = "cuda"
tr = np.load(a.train_npy); ho = np.load(a.heldout_npy)
tr = torch.from_numpy(tr.astype(np.int64)); ho = torch.from_numpy(ho.astype(np.int64))
rng = np.random.default_rng(a.seed)
model = GPT(GPTConfig(block_size=a.block, vocab_size=50257, n_layer=6, n_head=6,
n_embd=384, dropout=0.0, bias=False)).to(dev)
opt = model.configure_optimizers(0.1, a.lr, (0.9, 0.95), "cuda")
def lr_at(it):
if it < a.warmup: return a.lr * (it + 1) / (a.warmup + 1)
r = (it - a.warmup) / max(1, a.max_iters - a.warmup)
return 0.1 * a.lr + 0.5 * (1 + math.cos(math.pi * r)) * (a.lr - 0.1 * a.lr)
def get_batch(src):
ix = rng.integers(0, len(src) - a.block - 1, size=a.batch)
x = torch.stack([src[i:i+a.block] for i in ix]).to(dev)
y = torch.stack([src[i+1:i+1+a.block] for i in ix]).to(dev)
return x, y
t0 = time.time()
model.train()
for it in range(a.max_iters):
for g in opt.param_groups: g["lr"] = lr_at(it)
x, y = get_batch(tr)
with torch.autocast("cuda", dtype=torch.bfloat16):
_, loss = model(x, y)
opt.zero_grad(set_to_none=True); loss.backward()
torch.nn.utils.clip_grad_norm_(model.parameters(), 1.0); opt.step()
train_s = time.time() - t0
# held-out perplexity: mean next-token CE over non-overlapping windows (window-weighted)
import json
model.eval()
nwin = (len(ho) - 1) // a.block
starts = [j * a.block for j in range(nwin)]
sum_loss, nseen = 0.0, 0
with torch.no_grad():
for i in range(0, nwin, a.batch):
bs = starts[i:i+a.batch]
x = torch.stack([ho[s:s+a.block] for s in bs]).to(dev)
y = torch.stack([ho[s+1:s+1+a.block] for s in bs]).to(dev)
with torch.autocast("cuda", dtype=torch.bfloat16):
_, l = model(x, y)
sum_loss += l.item() * len(bs); nseen += len(bs)
mean_loss = sum_loss / max(1, nseen)
ppl = math.exp(mean_loss)
out = {"train_npy": a.train_npy, "heldout_ppl": ppl, "mean_loss": mean_loss,
"max_iters": a.max_iters, "seed": a.seed, "train_s": round(train_s, 1)}
json.dump(out, open(a.out_json, "w"))
print(f"HELDOUT_PPL {ppl:.3f} loss {mean_loss:.4f} train_s {train_s:.0f} {a.train_npy}")
"""A small GPT (decoder-only Transformer) used as the distillation *student*.
Self-contained re-implementation in this repo's own idiom (no external GPT code).
GPT-2 byte-level BPE vocabulary (50257) so the student shares the teacher's
tokenizer. Standard pre-norm Transformer with weight-tied embeddings.
"""
from dataclasses import dataclass
import math
import torch
import torch.nn as nn
import torch.nn.functional as F
@dataclass
class GPTConfig:
block_size: int = 256
vocab_size: int = 50257
n_layer: int = 6
n_head: int = 6
n_embd: int = 384
dropout: float = 0.0
bias: bool = False
class LayerNorm(nn.Module):
def __init__(self, ndim, bias):
super().__init__()
self.weight = nn.Parameter(torch.ones(ndim))
self.bias = nn.Parameter(torch.zeros(ndim)) if bias else None
def forward(self, x):
return F.layer_norm(x, self.weight.shape, self.weight, self.bias, 1e-5)
class CausalSelfAttention(nn.Module):
def __init__(self, cfg: GPTConfig):
super().__init__()
assert cfg.n_embd % cfg.n_head == 0
self.c_attn = nn.Linear(cfg.n_embd, 3 * cfg.n_embd, bias=cfg.bias)
self.c_proj = nn.Linear(cfg.n_embd, cfg.n_embd, bias=cfg.bias)
self.n_head = cfg.n_head
self.n_embd = cfg.n_embd
self.dropout = cfg.dropout
def forward(self, x):
B, T, C = x.size()
q, k, v = self.c_attn(x).split(self.n_embd, dim=2)
q = q.view(B, T, self.n_head, C // self.n_head).transpose(1, 2)
k = k.view(B, T, self.n_head, C // self.n_head).transpose(1, 2)
v = v.view(B, T, self.n_head, C // self.n_head).transpose(1, 2)
y = F.scaled_dot_product_attention(
q, k, v, dropout_p=self.dropout if self.training else 0.0, is_causal=True
)
y = y.transpose(1, 2).contiguous().view(B, T, C)
return self.c_proj(y)
class MLP(nn.Module):
def __init__(self, cfg: GPTConfig):
super().__init__()
self.c_fc = nn.Linear(cfg.n_embd, 4 * cfg.n_embd, bias=cfg.bias)
self.c_proj = nn.Linear(4 * cfg.n_embd, cfg.n_embd, bias=cfg.bias)
self.dropout = nn.Dropout(cfg.dropout)
def forward(self, x):
return self.dropout(self.c_proj(F.gelu(self.c_fc(x))))
class Block(nn.Module):
def __init__(self, cfg: GPTConfig):
super().__init__()
self.ln_1 = LayerNorm(cfg.n_embd, cfg.bias)
self.attn = CausalSelfAttention(cfg)
self.ln_2 = LayerNorm(cfg.n_embd, cfg.bias)
self.mlp = MLP(cfg)
def forward(self, x):
x = x + self.attn(self.ln_1(x))
x = x + self.mlp(self.ln_2(x))
return x
class GPT(nn.Module):
def __init__(self, cfg: GPTConfig):
super().__init__()
self.cfg = cfg
self.transformer = nn.ModuleDict(dict(
wte=nn.Embedding(cfg.vocab_size, cfg.n_embd),
wpe=nn.Embedding(cfg.block_size, cfg.n_embd),
drop=nn.Dropout(cfg.dropout),
h=nn.ModuleList([Block(cfg) for _ in range(cfg.n_layer)]),
ln_f=LayerNorm(cfg.n_embd, cfg.bias),
))
self.lm_head = nn.Linear(cfg.n_embd, cfg.vocab_size, bias=False)
self.transformer.wte.weight = self.lm_head.weight # weight tying
self.apply(self._init_weights)
# GPT-2 style scaled init on residual projections
for pn, p in self.named_parameters():
if pn.endswith('c_proj.weight'):
nn.init.normal_(p, mean=0.0, std=0.02 / math.sqrt(2 * cfg.n_layer))
def _init_weights(self, module):
if isinstance(module, nn.Linear):
nn.init.normal_(module.weight, mean=0.0, std=0.02)
if module.bias is not None:
nn.init.zeros_(module.bias)
elif isinstance(module, nn.Embedding):
nn.init.normal_(module.weight, mean=0.0, std=0.02)
def forward(self, idx, targets=None):
"""Return (logits, ce_loss). logits: [B, T, vocab]. ce_loss is the plain
next-token cross-entropy if `targets` given, else None. The distillation
loss is computed separately in kd_trainer.kd_loss."""
B, T = idx.size()
pos = torch.arange(0, T, dtype=torch.long, device=idx.device)
x = self.transformer.drop(self.transformer.wte(idx) + self.transformer.wpe(pos))
for block in self.transformer.h:
x = block(x)
x = self.transformer.ln_f(x)
logits = self.lm_head(x)
ce_loss = None
if targets is not None:
ce_loss = F.cross_entropy(
logits.view(-1, logits.size(-1)), targets.reshape(-1), ignore_index=-1
)
return logits, ce_loss
def configure_optimizers(self, weight_decay, lr, betas, device_type):
decay, no_decay = [], []
for n, p in self.named_parameters():
if not p.requires_grad:
continue
(decay if p.dim() >= 2 else no_decay).append(p)
groups = [
{'params': decay, 'weight_decay': weight_decay},
{'params': no_decay, 'weight_decay': 0.0},
]
fused = device_type == 'cuda'
return torch.optim.AdamW(groups, lr=lr, betas=betas, fused=fused)
@torch.no_grad()
def estimate_ppl(self, get_eval_batch, n_batches):
"""Mean per-token NLL over `n_batches` eval batches -> perplexity."""
was_training = self.training
self.eval()
losses = torch.zeros(n_batches)
for i in range(n_batches):
x, y = get_eval_batch()
_, loss = self(x, y)
losses[i] = loss.item()
if was_training:
self.train()
return math.exp(losses.mean().item())
encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.exec_command({cmd:\"sed -n '1,240p' pack_selection.py && sed -n '1,200p' dev_eval.sh && find submission -maxdepth 2 -type f -ls && python - <<'PY'\\nimport json, itertools, os, numpy as np\\np='data/pool.jsonl'\\nlengths=[]\\nrows=[]\\nwith open(p) as f:\\n for i,line in enumerate(f):\\n o=json.loads(line); lengths.append(len(o['text']))\\n if i<20: rows.append((o['id'], len(o['text']), o['text'][:500].replace('\\\\n','\\\\\\\\n')))\\nprint('n',len(lengths),'chars',sum(lengths),'len pct',np.percentile(lengths,[0,1,5,25,50,75,90,95,99,100]))\\nfor r in rows: print('\\\\n',r)\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":30000});\ntext(r.output);"
}exec result
Script completed
Wall time 6.1 seconds
Output:
"""Solver-side: pack a selection.json (ordered ids) into a 12M-token train array from pool.jsonl."""
import json, sys, numpy as np
from transformers import AutoTokenizer
POOL = "/workspace/data/pool.jsonl"
SEL = sys.argv[1] if len(sys.argv) > 1 else "/workspace/submission/selection.json"
OUT = sys.argv[2] if len(sys.argv) > 2 else "/tmp/dev_train.npy"
BUDGET = 12_000_000
tok = AutoTokenizer.from_pretrained("gpt2"); EOS = tok.eos_token_id
text = {}
for line in open(POOL):
r = json.loads(line); text[r["id"]] = r["text"]
sel = json.load(open(SEL))
parts, tot = [], 0
for i in sel:
ids = tok(text[i], add_special_tokens=False).input_ids
parts.extend(ids); parts.append(EOS); tot += len(ids) + 1
if tot >= BUDGET: break
arr = np.array(parts[:BUDGET], dtype=np.uint16)
np.save(OUT, arr)
print(f"packed {len(arr)} tokens from {len(sel)} ids -> {OUT}")
#!/bin/bash
# Diagnostic: train the frozen 30M GPT on your selection and report DEV perplexity.
# Usage: bash dev_eval.sh [selection.json] (default /workspace/submission/selection.json)
# NOTE: the official target is a DIFFERENT (hidden) sample from the same HQ domain.
set -euo pipefail
export TOKENIZERS_PARALLELISM=false
SEL="${1:-/workspace/submission/selection.json}"
cd /workspace
python3 pack_selection.py "$SEL" /tmp/dev_train.npy
python3 train_nano.py --train_npy /tmp/dev_train.npy --heldout_npy /workspace/data/multi_dev.npy \
--out_json /tmp/dev.json --max_iters 3000 --seed 1337 2>&1 | grep HELDOUT_PPL
echo "(dev PPL on multi_dev; official uses a hidden disjoint sample of the same HQ domain)"
n 182016 chars 770537151 len pct [2.000000e+00 1.600000e+02 4.080000e+02 1.050000e+03 2.246000e+03
4.500000e+03 8.458000e+03 1.306425e+04 3.487400e+04 5.225730e+05]
(0, 414, '|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|')
(1, 3018, '*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')
(2, 2825, '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')
(3, 2467, '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')
(4, 3303, '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')
(5, 2744, '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')
(6, 1544, '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')
(7, 417, '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')
(8, 3539, '|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')
(9, 1764, '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 ')
(10, 1307, '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 ')
(11, 476, '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 »')
(12, 414, '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.')
(13, 321, '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')
(14, 830, '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')
(15, 931, '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')
(16, 2804, "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")
(17, 4977, "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")
(18, 7313, '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')
(19, 424, '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.')
The pool is highly heterogeneous—news, forums, product copy, boilerplate, blogs, and structured pages are mixed without metadata—so simple length filtering will leave substantial quality on the table. I’m decoding the disclosed dev mixture and sampling corpus structure to identify source/register signatures that can be ranked reproducibly.
encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.exec_command({cmd:\"python - <<'PY'\\nfrom transformers import AutoTokenizer\\nimport numpy as np, random, json, re\\nT=AutoTokenizer.from_pretrained('gpt2')\\na=np.load('data/multi_dev.npy')\\nprint(a.shape,a.dtype,a.min(),a.max())\\nfor start in [0,1000,10000,50000,100000,200000,300000,400000,500000,600000,700000,800000,900000,990000]:\\n print('\\\\n###',start,'###\\\\n',T.decode(a[start:start+500]).replace('<|endoftext|>','\\\\n<EOS>\\\\n')[:2200])\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":30000});\ntext(r.output);"
}exec result
Script completed
Wall time 6.5 seconds
Output:
(1000000,) uint16 0 50256
### 0 ###
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 ) .
<EOS>
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 .
<EOS>
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 t
### 1000 ###
expedition using an Edison Phonograph .
<EOS>
Several mostly intact cases of whisky and brandy left behind in 1909 were recovered in 2010 , for analysis by a distilling company . A revival of the vintage ( and since lost ) formula for the particular brands found has been offered for sale with a portion of the proceeds to benefit the New Zealand Antarctic Heritage Trust which discovered the lost spirits .
<EOS>
On Shackleton 's return home , public honours were quickly forthcoming . King Edward VII received him on 10 July and raised him to a Commander of the Royal Victorian Order ( CVO ) ; in the King 's Birthday Honours list in November , he was made a knight , becoming Sir Ernest Shackleton . He was honoured by the Royal Geographical Society , who awarded him a Gold Medal ; a proposal that the medal be smaller than that earlier awarded to Captain Scott was not acted on . All the members of the Nimrod Expedition shore party received silver Polar Medals on 23 November , with Shackleton receiving a clasp to his earlier medal . Shackleton was also appointed a Younger Brother of Trinity House , a significant honour for British mariners .
<EOS>
Besides the official honours , Shackleton 's Antarctic feats were greeted in Britain with great enthusiasm . Proposing a toast to the explorer at a lunch given in Shackleton 's honour by the Royal Societies Club , Lord Halsbury , a former Lord Chancellor , said : " When one remembers what he had gone through , one does not believe in the supposed degeneration of the British race . One does not believe that we have lost all sense of admiration for courage [ and ] endurance " . The heroism was also claimed by Ireland : the Dublin Evening Telegraph 's headline read " South Pole Almost Reached By An Irishman " , while the Dublin Express spoke of the " qualities that were his heritage as an Irishman " . Shackleton 's fellow @-@ explorers expressed their admiration ; Roald Amundsen wrote , in a letter to RGS Secretary John Scott Keltie , that " the English nation has by this deed of Shackleton 's won a victory that can never be surpassed " . Fridtjof Nansen sent an effusive private letter to Emily Shackleton , praising the
### 10000 ###
considerably more than Steele 's deliberate underestimate . The ship was launched on 8 August 1945 after being named by Steele 's wife , and later became the largest ship to be commissioned by the Australian Army during World War II . Construction of a sister ship , to be called AV2768 Corsair , was also begun , but this ship was cancelled when the war ended .
<EOS>
The ship completed her sea trials in late November 1945 , and subsequently entered service with the Army 's No. 2 Ordnance Craft Park . In February 1946 Crusader sailed to Rabaul in New Britain and later Torokina , Bougainville . During these and later voyages she proved successful in her intended role , and returned supplies and equipment from the islands to Australia . She also transported the bodies of 600 Australian servicemen killed during the fighting in the Solomon Islands to Port Moresby for permanent interment in the war cemetery there . Other unusual tasks undertaken by the vessel included transporting 800 native New Guineans from Aitape , Madang , Torokina and Wewak to a dispersal centre located in Rabaul and moving 44 tanks from Torokina to Sydney .
<EOS>
By January 1947 the Army no longer needed a ship with Crusader 's capabilities , and she was loaned to the Australian Shipping Control Board . In February that year she transported a load of earth moving equipment from Melbourne to Launceston , and carried a cargo of timber back to Melbourne . She continued to be manned by an Army crew and made several further trips between Tasmania and the mainland , but in April 1947 it was reported that the ship was to be scrapped on the grounds that she was considered unseaworthy . Gil Duthie , the Federal member for Wilmot , sought to have Crusader retained in service until the shortage of shipping capable of transporting heavy loads to and from Tasmania was rectified . The Shipping Control Board rejected Duthrie 's representations on the grounds that Crusader would need extensive alterations before she could be permanently used for commercial trade , and it would take at least a year to complete the necessary works . However , the Board gave a commitment to make other ships available to tran
### 50000 ###
) , 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 " .
<EOS>
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 .
<EOS>
Before beginning her film career , Pinto was engaged to Rohan Antao , who had been her publicist at one point . She ended the relationship in Januar
### 100000 ###
Picross . Another new item , the GB Sounds , changes the background music to the original 8 @-@ bit music from Pokémon Gold and Silver .
<EOS>
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 .
<EOS>
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 ) .
<EOS>
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 dis
### 200000 ###
it followed the southern end of the Lodge Freeway . By the middle of 1961 , the Watervliet – Paw Paw and Jackson – Ann Arbor freeway gaps were completed , and the freeway was extended westward to Stevensville ; By the end of the year , I @-@ 94 / US 12 extended all the way to New Buffalo . In January 1962 , the state made the biggest rerouting change of all to US 12 : the designation was removed from the I @-@ 94 freeway from New Buffalo to Detroit and shifted to completely replace US 112 .
<EOS>
In 1925 , US 112 was originally proposed to run from Oshkosh to Fremont , Wisconsin , on what later became U.S. Route 110 . When it was initially designated in November 1926 , US 112 made a sharp turn to the southwest to connect to US 20 in Elkhart , Indiana . In 1931 , a new trunkline highway was designated between M @-@ 60 at Niles and US 112 at Union . This highway was numbered M @-@ 151 . In 1933 , the section of US 112 from Union to Elkhart was renumbered US 112S . M @-@ 151 and US 112S each lasted until 1935 when US 112 was extended to replace M @-@ 151 . US 112 was also extended to run concurrently with M @-@ 60 to New Buffalo , and US 112S was renumbered M @-@ 205 .
<EOS>
In 1936 , the section of US 112 along Michigan Avenue east of Ypsilanti was expanded into a " super highway " . In 1955 , a realignment of US 127 in southern Jackson County removed a short concurrency with US 112 from Somerset Center in Hillsdale County and the current intersection in northwestern Lenawee County .
<EOS>
On December 1 , 1956 , the highway department opened the first 6 @.@ 6 miles ( 10 @.@ 6 km ) of a new four @-@ lane divided highway around the south side of Niles , with the final 1 @.@ 6 miles ( 2 @.@ 6 km ) of the bypass opening early the next year . Consequently , they converted the former route through town into a business loop numbered Bus . US 112 back to US 112 / M @-@ 60 . At the end of the decade , another highway concurrency was removed when US 131 was realigned to run directly south of US 112 to the state line instead of running concurrently along US 112 between Mott
### 300000 ###
the hiring manager. Here again, the hiring manager typically reviews resumes for the desired content and judges whether the candidate can excel at the position.
It’s important to note that the “best” resumes are almost always the ones with all the critical details the employer desires. If the information isn’t there, then the resume stands a far greater chance of being removed from the process.
The Two Content Goals for a Nursing Resume
Essentially, the screening process necessitates that your nursing resume achieves two general goals pertaining to content.
2 Resume Goals
The Objective Goal: Make sure your resume includes content the employer wants to see. The Subjective Goal: Utilize your creative writing skills to differentiate yourself and demonstrate that you will excel at the job.
Accomplishing these goals is easier said than done. Each goal has its own set of challenges. We’ll discuss those challenges and provide tips for overcoming them in the sections that follow.
4 General Types of Content for Nursing Resumes
First, it’s important that we have a basic understanding of the 4 general types of content that are applicable to all resumes.
Hard Skills
Hard skills have two main characteristics. First, you can learn them in a classroom, from a book, or on the job. Second, they are often quantifiable.
Soft Skills
Soft skills are subjective and typically cannot be measured. They are often referred to as “interpersonal skills”. They commonly define how you interact with other people as well as how you manage your own self and personal responsibilities.
Duties
Duties are more general in nature relative to hard and soft skills. In other words, you often utilize your hard and soft skills to accomplish your duties.
Accomplishments
Accomplishments convey how well you performed in your previous roles. They are often measurable. However, accomplishments can also involve the achievement of goals, awards and honors.
BluePipes: Professional Networking and Career Management Tools for Healthcare Professionals
Accomplishments vs. Duties on Your Nursing Resume
It’s important to note that the conventional wisdom on resumes contends that your resume should be
### 400000 ###
bite out of Walker's counting stats. He retired with 2,160 hits, 383 home runs and 230 stolen bases and that's very impressive, but those totals don't make you think "Hall of Famer" at first glance. Had he stayed healthy, Walker might have been able to eclipse 2,500 hits, 450 homers and 300 steals. Now those numbers grab your attention. The injuries hurt Walker's bulk production. No doubt about it.
Coors Field: Walker played most of his career with the Rockies, which means he benefited from hitter friendly Coors Field. He was a career .381/.462/.710 hitter at Coors Field (!) and a career .282/.375/.501 hitter away from Coors Field. That's still really good! But clearly Walker's offensive stats were inflated by the thin mountain air.
It's important to keep in mind only 2,501 of Walker's 8,030 career plate appearances came at Coors Field, or 31.1 percent. Nearly 70 percent of his career plate appearances came elsewhere, so it's not like his career numbers are solely the product of that ballpark. He wasn't Ted Williams at Coors Field and Neifi Perez elsewhere, you know? Playing at Coors Field undeniably boosted Walker's stats. The man was great everywhere he played though.
Will he make it?
This is Walker's seventh year on the Hall of Fame ballot and he topped out at 22.9 percent of the vote back in 2009. According to Ryan Thibodaux's tracker, Walker has appeared on fewer than 30 percent of the publicly available ballots this year, so he isn't getting much additional support, if any.
The good news: Walker has received more than five percent of the vote and will remain on the ballot another year. The bad news: Walker has already been mathematically eliminated from receiving the 75 percent needed for induction. He won't get into the Hall of Fame this year.
Walker has three more years left on the ballot, and given how little his support has increased over the years, it seems very unlikely he'll be elected into Cooperstown by the BBWAA. Based on his voting totals, it would have taken a Rich Lederer/Bert Blyleven or Jonah Keri/Tim Raines style campaign for Walker to generate enough support for the Hall of Fame, and it's too late for that now.
Hall of Fame or no
### 500000 ###
I fucking hate when he does this shit pic.twitter.com/kpmcHnW4Cz — Miley Ray Cyrus (@MileyCyrus) April 22, 2018
Singer-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)
<EOS>
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 of these families.Zahid, who lives 7 kms from the Gorakhpur hospital, would have liked his daughter Khushi to become a doctor.Khushi was diagnosed with encephalitis and admitted to the hospital on August 10. Sh
### 600000 ###
flexibility to employees and saves seating space for the employer, amongst many other benefits Working from Home entails. However, many employees often get caught up with the comfort a WFH option provides and resultantly deliver poor productivity. If you too are availing the Work from Home option or work from a Home-Office then here are 6 proven ways to optimize your productivity:1. Designate Time SlotsRemember Work from Home doesn’t shorten your work or work hours. Designate time slot(s) in the morning, afternoon or evening and stick to them if you really want to be productive. Likewise, schedule breaks in between your work hours to unwind.2. Assign a Tidy CornerAssign a tidy corner for working every day. Invest in an ergonomic chair and table to work for long hours in the right posture. Sitting on a sofa or bed all day will harm your back besides making you slow. Also, ensure this corner is not the place you’ll have breakfast, lunch or dinner. You need some change even if it means changing places within your boundary wall.3. CommunicateKeep communicating with your team members over the phone or messenger or emails to keep yourself engaged and focused at work. Similarly, limit personal chats or talks during your designated work time.4. Dress UpTake a bath and dress up in the morning to get into the professional mindset. Working in your PJs may appear cool but it hampers your productivity by making you laid back.5. Set TargetsSet targets for yourself and observe self-discipline to keep working from home in the long run. Remember you are saving yourself from the hassle of commuting one to two hours each day, can supervise your children at home, and save yourself from sun and pollution, too, so in all probability you won’t like to compromise on the perks WFH brings.6. Set Correct ExpectationsSet correct expectations with your family and friends. If you are sitting and working from home, it doesn’t mean that you are not working. You still have targets to meet, reports to send and get a performance appraisal too. Setting boundaries with your family will help minimize interruptions and let you work.
<EOS>
TREI-RB Recruitment 2018 Notification to fill 1972 vacancies
### 700000 ###
But what we do know and understand perhaps is that we’re at a loss - a loss of a consolidated identity, a loss of a conscience binding the Sindhis together, a loss of oneness as our mother tongue fades away and a loss of our history as nearly all from migrant population burns to ashes.If one’s well-acquainted with partition memoirs, they’d know that unlike experiences of Punjab, Bihar and Bengal (to a certain extent), the case of Sindh consists of relatively fewer episodes of violence and bloodshed and more of internal distress and the pains of losses. Hindu Sindhis, in entirety, left their homeland behind and moved to an unknown Indian land with a sheer inability to relocate on the new soil due to a lack of a consolidated linguistic state. Zar, zameen, zoru - roughly translating to wealth, land and wife - sum up the major torments of the Sindhi refugee or rather, a Sindhi displaced.While the angst of spending days and nights homeless and penniless didn’t reach from their generation to ours, seventy years hence, we, the Sindhis, continue to battle an identity crisis – more on the inward than on the outward.The community, of which little is known, is now coloured by the gross misrepresentation in cinema as a money-minded and selfish clan. A community too scattered and small, Sindhis, till date, don’t have a state to call their own or a political representation to fight for their rights. In fact, even as late as 1967, the language was not regarded as an Indian language.Many kids during my school days questioned as to why I’d call my grandmother amma and not dadi and many of them in my college, after knowing that I’m a Sindhi, commented on how I’d have a certain “Pakistani-touch” to my look. Some of them cited how they’d prefer killing a Sindhi over a snake and some even quipped how our community belonged in Pakistan and not here.However, I failed to make them understand that even though the current generation hasn’t experienced the partition and displacement first hand and that they're still yet to visit Pakistan, a part of them will always live there – a part that yearns to visit its roots, a part that longs for walking on lands that our grandparents called home
### 800000 ###
true
};
client.Send("MyEmailAddress@gmail.com", "some.email@some.com", "test", "testbody");
}
</code></pre>
<p>Any ideas?</p>
<p><strong>UPDATE</strong></p>
<p>More details.</p>
<p>Maybe I should say what other attempts I made that gave me the same error:
(Note when i didn't specify a port it tryed port 25)</p>
<pre><code> public static void Attempt2()
{
var fromAddress = new MailAddress("MyEmailAddy@gmail.com", "From Name");
var toAddress = new MailAddress("MyEmailAddy@dfdf.com", "To Name");
const string fromPassword = "pass";
const string subject = "Subject";
const string body = "Body";
var smtp = new SmtpClient
{
Host = "smtp.gmail.com",
Port = 587,
EnableSsl = true,
DeliveryMethod = SmtpDeliveryMethod.Network,
UseDefaultCredentials = false,
Credentials = new NetworkCredential(fromAddress.Address, fromPassword)
};
### 900000 ###
application (not an applet) that needs to access a web service. Proxies for the web service have been generated with JAX-WS, and seem to work fine. In one scenario it needs to talk through a web proxy server (actually Squid 3.0), which is set to require NTLM authentication.</p>
<p>Running on Sun's JRE 1.6.0_14, everything works fine for accessing HTTP URLs, without requiring any changes: the built-in NTLM authenticator kicks in and it all works seemlessly. If, however, the web service URL is a HTTPS URL, the web service call fails deep inside Sun's code:</p>
<pre><code>com.sun.xml.internal.ws.client.ClientTransportException: HTTP transport error: java.lang.NullPointerException
at com.sun.xml.internal.ws.transport.http.client.HttpClientTransport.getOutput(HttpClientTransport.java:121)
at com.sun.xml.internal.ws.transport.http.client.HttpTransportPipe.process(HttpTransportPipe.java:142)
at com.sun.xml.internal.ws.transport.http.client.HttpTransportPipe.processRequest(HttpTransportPipe.java:83)
at com.sun.xml.internal.ws.transport.DeferredTransportPipe.processRequest(DeferredTransportPipe.java:105)
at com.sun.xml.internal.ws.api.pipe.Fiber.__doRun(Fiber.java:587)
at com.sun.xml.internal.ws.api.pipe.Fiber._doRun(Fiber.java:546)
at com.sun.xml.internal.ws.api.pipe.Fiber.doRun(Fiber.java:531)
at com.sun.xml.internal.ws.api.pipe.Fiber.runSync(Fiber.java:
### 990000 ###
">
<tr>
<td>
1
</td>
<td>
2
</td>
<td>
3
</td>
<td class="dragMe">
<div>drag me</div>
</td>
</tr>
</code></pre>
<p></p>
<pre><code>$("#selectTable").selectable({ filter: ">*>tr>td", cancel: ".dragMe"});
</code></pre>
<EOS>
<p>I have an array of arbitrary values, so I have defined it as an array of void pointers, so I can point to any kind of information (like <code>int</code>, character arrays, etc). However, how do I actually assign an <code>int</code> to it?</p>
<p>Take for example these initializations:</p>
<pre><code>void* data[10];
int x = 100;
</code></pre>
<p>My intuition would think this, but this gives a compile error:</p>
<pre><code>data[0] = malloc(sizeof(int));
*(data[0]) = x;
</code></pre>
<p>Also I thought about using <code>&x</code>, but I would take the address of a local variable, which (to my understanding) would be cleared after exiting from the procedure. So if I have a local variable <code>x</code>, how would I get it into a void pointer type of variable correctly?</p>
<pre><code>*((int *)data[0]) = x;
</code></pre>
<p>A copy of x will be made, so the
encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.exec_command({cmd:\"python - <<'PY'\\nimport json, random, re\\nids=set(list(range(0,182016,2500))+[random.Random(42).randrange(182016) for _ in range(100)])\\nfor line in open('data/pool.jsonl'):\\n o=json.loads(line)\\n if o['id'] in ids:\\n t=o['text']; print(f\\\"\\\\n@@ ID {o['id']} C {len(t)} L {t.count(chr(10))+1} @@\\\\n{t[:700].replace(chr(10),' ')}\\\")\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":30000});\ntext(r.output);"
}exec result
Script completed
Wall time 3.2 seconds
Output:
Warning: truncated output (original token count: 12679)
Total output lines: 222
@@ ID 0 C 414 L 5 @@
|Viewing Single Post From: Spoilers for the Week of February 11th| |Lil||Feb 1 2013, 09:58 AM| Don'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. STEFANO!! STEFANO, STEFANO, STEFANO!!!! :cheer: |Spoilers for the Week of February 11th · DAYS: News, Spoilers & Discussion|
@@ ID 2500 C 572 L 5 @@
> Opera and Oratorio Gubisch; Castronovo, Dupuis, Lis; Choeur et Orchestre de l'Opéra National Montpellier Languedoc-Roussillon, Altinoglu. Text and translations. Radio France ES 1011 Economy is a virtue of Massenet's hour-long Thérèse, set in the French Revolution. A few deft scraps of a sung march quickly evoke the fervent mobilization under way when the drama begins, in 1792. An... In order to view this article, you must be a subscriber. If you already have an account, please enter your username and password. If you are not already a subscriber, please Subscribe.
@@ ID 5000 C 3577 L 17 @@
11 months. I can’t believe I’ve been in Italy for so long. I seriously can’t believe it and I don’t know how I allowed myself to spend so many days of pure apathy and boredom in a row. Sounds too harsh? Believe me, it was not even nearly as harsh as it sounds here. But I talked about my struggles in my previous post already, and this is supposed to be a happy post, well, at least a positive one. So here I am with my many upcoming travel plans! About two weeks ago, I suddenly felt the urge to go somewhere. Anywhere. So I decided to make a sort of test and go somewhere close, easy to reach and where I wouldn’t feel under pressure to see too many things. So I picked a place in the Italian Alps
@@ ID 7500 C 326 L 8 @@
Lista de artículos Ala delta y parapente Online Booking Service Search, compare and book accommodation in Norway. Widest selection of flights to and within Norway. Compare rates from leading car rental companies nationwide. Best price guaranteed - Ferries to and from Norway. El mejor precio garantizado - Cruceros en Noruega.
@@ ID 10000 C 3687 L 7 @@
Practice tests for each grade level of the assessment are available below for you to use to familiarize yourself with the kinds of items and format used for the ela. College board's practice tests college board's sat practice test #1 (pdf) | essay (pdf) answer explanations (pdf) | scoring (pdf) | detailed scoring and . There are two main kinds of practice exam paper: past papers, which are actual for essay questions, it can also be useful to practice planning an answer. You may take as much time as you wish to take this practice exam keep in mind the actual cph exam has 200 questions and you are allowed up to four hours. Six free the act writing test sample essays that you can use to familia
@@ ID 12500 C 5346 L 24 @@
Main Article Content cystic fibrosis, multi-resistant bacterial infection, lactic acidosis, mitochondria, chloramphenicol Children with cystic fibrosis are commonly colonized with multi-resistant bacteria. In such patients, infectious exacerbation may require salvage therapy with uncommonly used antimicrobials, including chloramphenicol. Chloramphenicol is rarely used nowadays because of the associated severe adverse events. We describe the case of a 15-year-old female with terminal cystic fibrosis who required intravenous (IV) chloramphenicol treatment for a Burkholderia cepacia ( B. cepacia ) exacerbation. The child subsequently developed lactic acidosis and secondary respiratory compensat
@@ ID 15000 C 2599 L 9 @@
However, if you ask for a recommendation from experts, they will suggest you to opt for herbal remedies to cure acne and pimples. Nowadays there are a lot of herbal remedies, but none of them could match the efficiency of Golden Glow capsule, herbal acne treatment. Acne is basically a skin disease that mostly hit teenagers, and it happens because the sebaceous gland comes alive. This organ is aroused with the assistance of male hormone which in turn manufactured by adrenal gland of female and male. This gland is associated with the pores through follicles, and when these follicles get blocked, it causes pimples due to a gathering of oil in that area. Teenagers generally tend to use acne remo
@@ ID 17500 C 428 L 6 @@
Current Price – $8.51 Offer Price – $10.00 Upside – 17.5% or $148 for Odd Lot holders Expiration date – May 28, 2014 Odd Lot holders (less than 100 shares) are not subject to proration Global Sources Ltd., a Bermuda company, is offering to purchase for cash up to 5,000,000 shares of its common shares. On the terms and subject to the conditions of the Offer, Global Sources will pay $10.00 per share, net to the seller in cash.
@@ ID 20000 C 453 L 5 @@
My kid is pretty obsessed with vehicles and transportation right now so I made a super simple little alphabet book. Was a fun exercise. Might make more of them for different subjects. L or F like Show and tell for designers What are you working on? Dribbble is a community of designers sharing screenshots of their work, process, and projects. Copyright © 2009–2016 Dribbble LLC. All screenshots © their respective owners. Shipped from Salem, Mass. USA.
@@ ID 22500 C 10204 L 54 @@
Under the definition for allured, adj., the OED cites the following example: I decided to look up the passage mostly because I wanted to know who it was, exactly, whose looks had trapped the wary Tritons and whose voices had drawn allured dolphins from their native depths. I suspected it was the Sirens, but then, perhaps it was some other kind of watery nymph—nereids, perhaps, or just some common or garden mermaids. You’ll notice that I assumed the alluring object would turn out to be feminine, which is, I think, a rational assumption given the culture we live in. An aquatic creature whose physical features entice others is generally characterized as feminine. A notable recent exception is t
@@ ID 25000 C 698 L 13 @@
BR / 1 BA / Sleeps 2 1 BR / 1 BA / Sleeps 2 | Quick view Located in the Southeast area, close to all amenities shopping, grocery stores, restaurants, city pool and gym including bus service. This quiet 3rd floor condo looks over a quiet residential area. 15 minute drive to get to downtown core, 10 min drive to University of Regina. Short walk or bike ride within a quiet… - Internet Access - Housekeeping Optional - Washing Machine - Clothes Dryer - A/C or climate control - Suitable for the elderly - elevator access - Wheelchair accessible Looking for more rentals? We're showing only results that match your dates and preferences. There are no more results in Regina. Top of page<|endoftext|>
@@ ID 27500 C 3391 L 10 @@
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@@ ID 35000 C 2403 L 14 @@
<|endoftext|>Topeka Gov. Sam Brownback on Thursday declined to say whether he would make a supplemental budget request to fill a nearly $38 million shortfall in public school funding. "We'll be announcing budgets in a timely fashion," Brownback said. The 2014 legislative session starts in January. But Brownback did say that school funding, Medicaid and pensions will be parts of his proposed budget that will "stick out as the growth area." In the 2013 legislative session, Republicans passed a budget that set the school finance formula at $3,838 in base state aid per pupil in the current fiscal year and at $3,852 per pupil in the next fiscal year, which starts July 1, 2014. But a new estimate
@@ ID 37500 C 1902 L 5 @@
WELCOME! Lorraine Torrence Designs offers patterns, fabric, books, ideas and more to help, teach, and inspire you in your quilting making and creative Garment making. Join me here for learning, fabric lust, and love of everything fiber! Subscribe to my new email list to read about upcoming classes and special events, sales on patterns and other merchandise, design lessons, and even technique how-tos! To read past newsletters, click here.Subscribe The third reprint of Design Essentials is freshly back from the printer in Hong Kong and ready to be your trusty companion when it comes to design principles and elements. There are also 5 chapters of design approaches to inspire you and keep you le
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Observers give first round to Romney Just as people started filing into the University of Denver’s Ritchie Center to witness the first presidential debate of the 2012 election Wednesday, a threatening cloud and gusting wind blew overhead. Clutching their tickets to guard them from blowing away, some joked that the matchup between President Barack Obama and Gov. Mitt Romney wouldn’t be as exciting. They were wrong, several said afterwards. Many observers agreed, including some Democrats, that Romney roared like a thunderstorm, while Obama’s performance seemed more like a spring trickle. “I expected a great performance of Mitt and I think we saw one,” said former U.S Rep. Bob Beauprez, R-Colo.
@@ ID 42500 C 4769 L 12 @@
Optimizing the marketing infrastructure can save up to 20% of the total marketing budget and achieve an additional 15% sales increase, according to a survey conducted by MRMLOGIQ among 99 marketing professionals in 22 countries. Key steps to improving marketing efficiency are consolidating and standardizing marketing materials and automating campaign management and marketing production processes. Marketing technology often is a big help in making marketing more efficient, but as implementing software requires investments, it is important to first identify what to improve in marketing and how. Car manufacturers and suppliers to the automotive industry are global players with presence in a lot
@@ ID 45000 C 427 L 1 @@
<|endoftext|>We don't host any of the videos that are available on this website. We just link them from reputed sources on the internet like youtube and google videos . These videos are uploaded to those sources by the community at large and not by us. Please write to us through our instant mailer if you feel that any video on this website is violating your copyrights. Those videos shall be promptly removed from our website
@@ ID 47500 C 1026 L 8 @@
The Taj Mahal is widely recognized as "the jewel of Muslim art in India and one of the universally admired masterpieces of the world's heritage. Land of kings, is the largest state of the Republic of India by area. It comprises most of the area of the large, inhospitable Thar Desert. The Ganges is the most sacred river to Hindus and is also a lifeline to millions of Indians who live along its course and depend on it for their daily needs. White water rafting in Rishikesh is the challenging recreational outdoor activity of using an inflatable raft to navigate a river or other bodies of water. "Land of the Gods" due to the many holy Hindu temples and pilgrimage centres found throughout the sta
@@ ID 50000 C 3918 L 10 @@
USAToday Redesign: An Unwanted Downgrade USAToday underwent a much publicized site redesign this weekend. As part of the site shuffling, USAToday got rid of several traditional front page staples and added a host of social networking type features intended to build a stronger USAToday community. The initial response to the redesign seemed to be positive. The big industry blogs applauded USAToday for embracing the new medium and trying to leverage some community appeal. But as with most things, the redesign didn’t look so shiny the morning after. In fact, Don Dodge stated that 92 percent of USAToday readers don’t like the redesign. Don’t believe him? Check out the comment section on the post
@@ ID 52500 C 3009 L 12 @@
.<|endoftext|>The Church has never been afraid of history. History is filled with happy events as well as sorrowful events, but it cannot be unwritten or changed. As human beings, we study history to learn of our past and to improve our future, as the old saying goes, “He who does not know history is doomed to repeat it.” Church history is important not only so we can avoid repeating the “bad parts”, but so that we can emphasize the good parts. Today is one of those days. The first Sunday of Great Lent, known as the Sunday of Orthodoxy, commemorates the victory of the Church over the Iconoclasts, those who wrongly taught that Holy Icons were idols. The historic victory of the Church is playe
@@ ID 55000 C 1046 L 10 @@
1883 - 1956) Marie Laurencin was active/lived in France, Spain. Marie Laurencin is known for ethereal female figure painting. © Artists Rights Society (ARS), New York Biography Marie Laurencin / lo-ruh(n) / click to hear Marie Laurencin, intimate of Braque, Picasso, Matisse and Appollinaire, was born in 1883. She held a celebrated place in the early part of the 20th century during a period when Art exploded with genius. She lived in the Montmartre District of Paris and became part of the circle revolving around the Steins. Though her early portraits show the imprint of the Fauves and Cubists, her romantic and delicate temperament asserted itself against these schools. She was prim, conservat
@@ ID 57500 C 1768 L 23 @@
<|endoftext|>|Standard:||ANSI, ASME, ASTM, IFI, JIS, AS, DIN, ANSI||Product Name:||T-type Bolt| |Model Number:||HH12002||Material:||Low Carbon Steel;Medium Carbon Steel;Alloy Steel| |Finish:||Zinc Plated,HDG(Hot Dip Galvanize)||Mechanical Property:||Class4.8,Class4.6,Class8.8,Class10.9| |Size:||M3-M64 / 1/4"-4"||Thread:||M, UNC, UNF, BSW| |Specification:||DIN261,DIN186, ASME B18.5||Packing:||Small Box(100Pcs./Box;200Pcs./Box)| |Port:||Chongqing,Shanghai Or As To Buyer's Requirements| double stroke cold heading machine, cold forge header machine Non-standard Fastener: Hammer Head T-type Bolt Zinc plated steel 5/16" x 18 TPI threading Lengths from 1" to 3-1/2" Foot measures 9/16" wide x 7/8" l
@@ ID 60000 C 3184 L 8 @@
Why Seeking Out Diverse Opinions Has a Positive Impact on the Bottom Line November 5, 2014 | Business and Careers Want to create a competitive advantage for your organization? Promote leadership diversity. For nearly a decade, studies have pointed to a relationship between diversity at the top and corporate performance. In a 2007 study, the research firm Catalyst analyzed the performance of Fortune 500 companies and found that financial measures excel where women serve on corporate boards—with a higher return on equity, sales and invested capital. Researchers at McKinsey & Company found a similar connection; its 2010 study showed companies in the top quartile for women’s representation in ex
@@ ID 62500 C 4655 L 20 @@
.<|endoftext|>Poker Multi Tabling Introduction With the explosion of internet poker, came the opportunity to play more poker and quicker. The 21st century, so far, can be summed up by instant gratification and convenience. This extends to poker where we can play an great deal more than we can play in live poker, where we are restricted to slow deals, one tabling and players who take time over their decisions. Cue poker multi tabling… The ability to play lots of tables and hands at once is something that has allowed players to become expert in the time it would take a live player decades to learn. This speed of learning has meant becoming an online professional poker player is a reality. In t
@@ ID 65000 C 2608 L 61 @@
and your horizons and make new friends on one of the largest Pokémon forums on the net! Radiant Collection 2 Sun & Moon X and Y Black Star Promos Black & White Black & White Black Star Promos Base Set 2 EX Ruby and Sapphire EX Team Magma vs. Team Aqua EX Hidden Legends EX FireRed and LeafGreen EX Team Rocket Returns EX Unseen Forces EX Delta Species EX Legend Maker EX Holon Phantoms EX Crystal Guardians EX Dragon Frontiers EX Power Keepers Diamond & Pearl HeartGold & SoulSilver Call of Legends POP Series 1 POP Series 2 POP Series 3 POP Series 4 POP Series 5 POP Series 6 POP Series 7 POP Series 8 POP Series 9 HeartGold & SoulSilver Black Star Promos Kalos Starter Set X & Y Black Star Promos H
@@ ID 67500 C 3185 L 16 @@
to Rubber Exports May Be Dropped at Producers Meeting in BK, Thailand Thailand, Indonesia and Malaysia, which account for 70 percent of global natural rubber output, may abandon their policy of restricting exports now that rubber prices have rebounded, dealers said on Tuesday. The International Tripartite Corporation, which includes senior agriculture officials from the three nations, is meeting in Bangkok to discuss the next step after their last gathering in April. The meeting ends today. I think no tough action is needed as prices have rebounded,” one dealer in Malaysia said. On the other hand, they should ease the policy to encourage buyers and sellers to run their business comfortably.
@@ ID 70000 C 1325 L 5 @@
Flights.com, grab a deal and fly to Oahu. Once you're there be sure to catch the after dark haps on Waikiki. The Waikiki Aquarium's annual summer concert series, Ke Kani O Ke Kai (sound of the ocean) is within walking distance of the hotel strip. Doors open at 5:30 p.m. and combine music with nighttime tours of the aquarium. The next performance is July 15 featuring Willie K. followed by Amy Hanaialii on July 29 and closing with Hookena on August 12. Bring a beach towel, beach mat, or mini folding chair and enjoy the music. Tickets are available online. Food booths run by local restaurants are on the premises should you want a Hawaiian style dinner. Every Tuesday, Thursday, Saturday and Sund
@@ ID 72500 C 969 L 3 @@
the end of Toni Morrison’s Beloved, a powerful novel about slavery and its aftermath, one of the characters reflects on the impact one woman had on his life: “She is a friend of my mind. She gather me, man. The pieces I am, she gather them and give them back to me in all the right order. It’s good, you know, when you got a woman who is a friend of your mind.” We all long to have “a friend of my mind.” Such friends are agents of healing and wholeness, people who mend our lives by gathering the tattered pieces of our selves and quilting them into a redemptive fabric. Such friends are a holy gift. These friends are all the more important because there are others who play an opposite role in ou
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@@ ID 115000 C 1930 L 51 @@
, 2019<|endoftext|>French Word to Word® Bilingual Dictionary | Discount Dictionaries Skip to main content Discount Dictionaries Toll Free Phone: (844) 350-5772 Main menu Home Common Core Dictionary Requirements Our Commitment Contact Us Log in Create account You are here Home » PARCC Accommodations » French Word to Word® Bilingual Dictionary -A A +A Product Categories All products English Dictionaries Primary Elementary Middle/Jr. High High School Word to Word Bilingual Dictionaries PARCC Accommodations Smarter Balanced Assessment Consortium (SBAC) STAAR Accommodations SOL Accommodations Language: French ISBN-13: 9780933146365 ISBN-10: 0933146361 Publisher: Bilingual Dictionaries, Inc. Publi
@@ ID 117500 C 1693 L 75 @@
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@@ ID 120000 C 1013 L 12 @@
Sign in - Google Accounts One account. All of Google. Sign in with your Google Account Enter your email Find my account Sign in with a different account Create account One Google Account for everything Google About Google Privacy Terms Help Afrikaans azərbaycan català Čeština Dansk Deutsch eesti English (United Kingdom) English (United States) Español (España) Español (Latinoamérica) euskara Filipino Français (Canada) Français (France) galego Hrvatski Indonesia isiZulu íslenska Italiano Kiswahili latviešu lietuvių magyar Melayu Nederlands norsk polski Português (Brasil) Português (Portugal) română Slovenčina slovenščina Suo
@@ ID 122500 C 91 L 1 @@
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@@ ID 125000 C 541 L 7 @@
2013 CONTACT<|endoftext|>Music like Les Triaboliques - Similar Bands and Artists Music-MapLes Triaboliques ? People who like Les Triaboliques might also like these artists. The closer two names are, the greater the probability people will like both artists. Click on any name to travel along. Les Triaboliques 3 Leg Torso Sirocco Howard Levy Kepa Junkera Michael Powers Bad News Brown Jason Ricci Joe Henry Titi Robin Hadouk Trio Sugar Blue Shankar Tucker Shakti Eli Paperboy Reed Watermelon Slim Jason Webley Pink Martini M. Ward Tom Waits
@@ ID 127500 C 5226 L 111 @@
Previews for May 2016 Ship | AC Comics Femforce Femforce Up Close AC Heroines Giantesses Good Girl Art Quarterly Ms Victory Nightveil She-Cat Yankee Girl AC Heroes Americomics AC Annuals Fighting Yank Retro Comics Sentinels of Justice Golden Age Golden Age Greats Golden Age Greats Spotlight Men of Mystery Men of Mystery Specials Westerns Best of the West Roy Rogers Horror Crypt of Horror Nightveil’s Cauldron of Horror Jungle and Adventure Independent Heroes Big Bang Universe Dragonfly Faze One Fazers Skip to navigation Skip to content $0.00 0 items Cart × Menu MENUMENU Home AC Comics News About AC AC Comics Staff AC Comics History Contact Us AC Store Home AC Comics News AC Comics Online Sto
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ung<|endoftext|>Fiscal Year 2019 Funding for Ebey's Landing National Historical Reserve - Federal Grant RESEARCH Federal Grants Search Federal Grants by Category Federal Grants by Agency ARTICLES What is a Grant? Small Business Grants Grants for Veterans Federal Grants for Women Grants for Single Mothers Grants for Minorities Federal Grants for College Federal Pell Grant Federal Tuition Assistance Federal Housing Grants Block Grants Car Donations Federal Loans Apply for a Grant Grant Writers Grant Writing Grant Writing Jobs Free Federal Grants Unsecured Personal Loans You're Awarded the Grant RESOURCES State Grants Government Jobs College Scholarships Grant Websites Fiscal Year 2019 Funding
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– CompSoc Home About Contact Us Articles Events Gallery Publications Forum Login About CompSoc Activity Articles Contact Us Events Gallery Listing Home Software Engineering Your place for knowledge exploration. Home Archive by Category "Software Engineering" 24 Feb 2017 [email protected] Software Engineering 05 SOFTWARE DESIGN Software Design යනු Software Engineering හි ඉතාමත් වැදගත් කොටසකි. මෙහිදී සලකා බලනු ලබන්නේ Requirement Analysis Phase එකේදී හදුනාගත් Read more 24 Feb 2017 [email protected] Software Engineering 04 CODING /IMPLEMENTATION 1. Implementationයනු කුමක්ද ?මෙහිදී Design Specification එකේදී සාදාගත් Design එක Source Code එකක් බවට පරිවර්තනය කරයි. මෙය අනිකුත් Development Read more
@@ ID 135000 C 6505 L 77 @@
/6/12 Gorey Club Rosscarbery - Pigeonbasics Forum Pigeonbasics Forum: 2/6/12 Gorey Club Rosscarbery - Pigeonbasics Forum Jump to content Sign In Register Help Search Home Forums Members Calendar Gallery Portal Pigeonbasics Forum > Federation and Club Results and Notice Board > South Leinster Federation Ireland Code of Conduct View New Content Page 1 of 1 You cannot start a new topic You cannot reply to this topic 2/6/12 Gorey Club Rosscarbery #1 gjk Chipping Group: Members Posts: 42 Joined: 30-September 09 Posted 2 June 2012 - 14:24 PM 1. Paddy Mc Cabe…………Velocity 1063.67 2. Declan Wilson ……………Velocity 1032 3. Owen Kirwan……………..Velocity 1030 4. Owen Kirwan……………..Velocity 1025 5. Paddy Mc Cab
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Blog Contact<|endoftext|>BC Ferries sees net earnings of $90M in second quarter – Kelowna Capital News Search Home Submit News Tip News Local News Municipal Election BC Canada & World e-Editions Submit news tip or photo Sports Local Kelowna Rockets WHL UBCO Heat BC Canada & World Submit sports tip or photo Trending Now Classifieds Jobs Business Local BC Submit business tip or photo Entertainment Local BC Submit entertainment tip or photo Life Life Wine Trails Submit life tip or photo Community Local Miss BC Discover Summer I Love British Columbia Calendar Submit community tip or photo Opinion Local Opinion Editorials Columnists Letters BC Opinion Web poll Submit letter Videos Local Submit vi
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Matt Ridley Home Biography Blog Videos Explore Blagdon Speaking Evolution of Everything Rational Optimist Books Parliament Contact Me Home Biography Blog Videos Explore Blagdon Speaking Evolution of Everything Rational Optimist Books Parliament Contact Me Blog Archive Archive 2019 March (2) January (1) 2018 December (1) November (1) October (1) August (1) July (2) June (1) May (1) April (4) March (3) February (6) January (4) 2017 December (4) November (5) October (5) September (5) August (3) July (5) June (4) May (8) April (4) March (4) February (5) January (4) 2016 December (3) November (5) October (8) September (3) August (5) July (6) June (3) May (5) April (8) March (3) February (7) Janu
@@ ID 145000 C 5168 L 110 @@
interviewing - Work at home - Hutchinson jobs Home Profile and Resume Browse Jobs Employers Immigration Specialists Other Cities National Portal Clients List About Us Help Register / Log In HutchinsonRecruiter Recruiter Media, Inc. the smart solution for Hutchinson jobs Now interviewing - Work at home Company: Career Division Location: Hutchinson Posted on: March 29, 2019 Job Description: We are actively searching for highly motivated individuals to work individually yet as a team player with scheduling and conducting interviews with candidates, and as a program specialist taking phone calls and talking to potential customers about our benefit plans. Organizational skills, time management s
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@@ ID 152500 C 3484 L 121 @@
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9 10<|endoftext|>News Detail – Page 10048572 – Netball Northern Ireland HOME NETBALL NI NEWS STAFF OUR SUPPORTERS WEBSITE LINKS VIDEO LINK PHOTOS CONTACT US COMPETITIONS LATEST FIXTURES LATEST RESULTS CLUB FIXTURES A-C ANTRIM LADIES BANBRIDGE BANGOR BELFAST LADIES CLANN EIREANN CAUSEWAY CRAIGAVON CITY CRUMLIN D-O DERRY DONAGHADEE DOWN HOLYWOOD KINGSWAY LAGANSIDE LARKFIELD MID ULSTER DROMORE P-Z PENINSULA PHOENIX PORTADOWN PSNI SEVEN TOWERS SHAMROCKS SPIRES VALLEY WESTSIDE CLUB RESULTS A-C ANTRIM LADIES BANBRIDGE BANGOR BELFAST LADIES CAUSEWAY CLANN EIREANN CRAIGAVON CITY CRUMLIN D-O DERRY DONAGHADEE DOWN HOLYWOOD KINGSWAY LAGANSIDE LARKFIELD MID ULSTER DROMORE P-Z PENINSULA PHOENIX PORTADOW
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Larger Map<|endoftext|>Outside of a tree inside a classroom Outside of a tree inside a classroom (G) More Stuff! Jokeindex Home G rated jokes School Teacher: "Sam, what is the outside of a tree called?" Sam: "I don't know." Teacher: "Bark, Sam, bark." Sam: "Bow, wow, wow!" Buy my book! Mundane Journeys through an Amazing World begins with Interstate 80. Not the most engaging topic, I know, but when you think about it, I-80 runs all the way across the North American continent linking San Francisco and New York. It's not just a ribbon of asphalt, it's a portal to far away, almost magical places. My visits to major cities like Tokyo, London and Washington DC have been business affairs. I haven
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4 5 6 7 8 9 10<|endoftext|>Amity Restaurants and Places to Eat - Amity, MO - AARP Logout Home Member Benefits Health & Wellness Restaurants Entertainment Advocacy Shopping & Groceries Travel Community Home & Family Caregiving Work & Jobs Insurance Finances Auto Services Magazines & Resources (EN ESPAÑOL) Health Medicare Resource Center Health Insurance Conditions & Treatments Hearing Center Eye Center Healthy Living Drugs & Supplements Brain Health Dementia Staying Sharp Health & Wellness Benefits Family Caregiving Basics Care at Home Medical Financial & Legal Caregiver Life Balance Local Resources Stories Work & Jobs Job Search Job Board Working at 50+ Career Change Small Business Unemploy
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<|endoftext|>Daryl D. Johnson ArtistLandscapes Archives - Daryl D. Johnson Artist Daryl D. Johnson Artist Oil Paintings, Amherst, NH Home Profile Interview Press Studio Tour Paintings In Collections Watch a Painting Evolve Shows “Vibrant Vistas” 2-Person Show May 2019 “New Hampshire Landscapes in Motion” Solo Show “The Shifting Light” — November 2018 FaceBook Show The Chi of Clouds — Solo Show Installations SketchBook Contact Category Archives: Landscapes Islands & Tidelands Feb 27 2019 by Daryl | Comments Off Went birding at Plum Island, Northern Shore of MA a few days ago. It was really the best weather one can expect in New England in February. I love the textures of the grasses and wild
@@ ID 175000 C 1175 L 81 @@
ained by FVR Productions.<|endoftext|>Calendar - Christian Youth Athletics Association Skip to content Twitter Facebook Email Instagram FAQ Resources Contact Christian Youth Athletics Association God First, Sports Second Menu Home About CYAA Sports Flag Football Volleyball Basketball Soccer Support CYAA Donate Equipment Volunteer Legacy Giving Sponsors Start a Chapter Calendar Day Agenda Day Month Week Posterboard Stream April 19, 2019 19 Fri All-day 12:00 am 1:00 am 2:00 am 3:00 am 4:00 am 5:00 am 6:00 am 7:00 am 8:00 am 9:00 am 10:00 am 11:00 am 12:00 pm 1:00 pm 2:00 pm 3:00 pm 4:00 pm 5:00 pm 6:00 pm 7:00 pm 8:00 pm 9:00 pm 10:00 pm 11:00 pm 5:30 pm High School Basketball Games @ Rileys G
@@ ID 177500 C 12302 L 97 @@
2019 Lensa. All Rights Reserved<|endoftext|>Other Resources | Canadian Innovation Centre HOME ABOUT About Us Our Team SERVICES Services The 8 Biggest Hurdles Entrepreneurs The Commercialization Roadmap Innovators Assistance Program Critical Factors Assessment Multiple Market Assessment Market Evaluation Validation Technology Market Alignment Opportunity Maximization Assessment Entry-to-Market Factors Assessment Growth Optimization Lost Order Analysis Corporate Innovators Workshops LEARNING CENTRE Learning Centre Interactive Learning Environment Entrepreneur Training Corporate Training Education and Training Programs Video Library Document Library Other Resources TOOLS Tools For Entrepreneur
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encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.exec_command({cmd:\"python - <<'PY'\\nimport json, re, numpy as np\\nwant=set()\\nfor x in [70000,75000,80000,85000,90000,95000,97500,99000,99500,99900,100000,100100,102500,105000,107500,110000,112500]:\\n want.update(range(x,x+3))\\nfor line in open('data/pool.jsonl'):\\n o=json.loads(line)\\n if o['id'] in want:\\n t=' '.join(o['text'].split())\\n print(o['id'],len(o['text']),repr(t[:400]))\\nPY\\npython - <<'PY'\\nfrom transformers import AutoTokenizer\\nimport numpy as np,re\\nT=AutoTokenizer.from_pretrained('gpt2'); a=np.load('data/multi_dev.npy')\\nfor lo,hi in [(0,250000),(250000,500000),(500000,750000),(750000,1000000)]:\\n s=T.decode(a[lo:hi]); parts=s.split('<|endoftext|>')\\n lens=np.array([len(x) for x in parts])\\n print(lo,hi,'docs',len(parts),'char',len(s),'len pct',np.percentile(lens,[0,10,25,50,75,90,99,100]))\\n print('starts', [repr(' '.join(x.split())[:120]) for x in parts[:4]])\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":30000});\ntext(r.output);"
}exec result
Script completed
Wall time 7.6 seconds
Output:
70000 1325 "Flights.com, grab a deal and fly to Oahu. Once you're there be sure to catch the after dark haps on Waikiki. The Waikiki Aquarium's annual summer concert series, Ke Kani O Ke Kai (sound of the ocean) is within walking distance of the hotel strip. Doors open at 5:30 p.m. and combine music with nighttime tours of the aquarium. The next performance is July 15 featuring Willie K. followed by Amy Hanai"
70001 1809 '-based flight control specialists Callen-Lenz and California’s Lynx Software Technologies has announced a strategic partnership to further expand the air mobility, personal air vehicle and certified unmanned air system markets around the globe. Lynx’s LynxSecure Safety Bundle (LSB) and Callen-Lenz’ development of flight control and vehicle management systems for unmanned and optionally manned airc'
70002 1892 'Quirky Things To Do at Hof Gorei Resort Hotel A common fact that many of us have been desperately trying when we were young was to grow up fast. But, now at a mature age, we’ve come to realize that it is no fun at all and we must get hold of that inner child in us for our kids. Why not bring back those fun memories and experience it all over again with our own children, sounds quite right, right? '
75000 493 'have Ubuntu installed in Virtualbox. I want to mount my VirtualBox shared folder in Ubuntu automatically when I log in Ubuntu. I put the following line in my ~./bashrc and ~/.bash_profile: sudo mount -t vboxsf windows_share /media/windows_share where windows_share is the name I created with Virtualbox. But everytime I start my Ubuntu, it asks me for passwd since it needs sudo. Is there anyway to a'
75001 1473 "o Bielsa's chances of bolstering his side before the domestic transfer window closes have taken a double blow. Leeds were pursuing both Derby’s Louie Sibley and Norwich’s Todd Cantwell but, according to the Mirror, they have been priced out of both moves. Sibley has become an established member of Philip Cocu’s Rams at just 19, leading Leeds director of football Victor Orta to make an enquiry. Can"
75002 9039 'Article<|endoftext|>Much of the oil flowing through Line 61 – the pipeline passing under the St. Croix River’s headwaters that St. Croix 360 first reported on in October 2014 – is “unconventional.” Unlike regular crude, it isn’t pumped out of the ground, but is mined. In its raw form, it isn’t really fluid – it resembles hot asphalt. It is diluted with other chemicals so it will flow through pipel'
80000 317 '<|endoftext|>TILLER, CULTIVATOR MINI ( NOT NEW GROUND |4 Hour: $27.00| * Prices are subject to change. Applicable sales tax, delivery, and other fees are not included in this price estimate. * Please call us with any questions about our tiller cultivator mini not new ground rentals in Plattsburgh and Saranac Lake NY'
80001 985 'image which is discribed a Castle House Island in Dublin, Ireland, is one of the most controversial images on the web. But is it a real or fake image? Castle House Island in Dublin, Ireland You may have seen this photo on the internet along with the claim that “Castle House Island” is a real place in Dublin, Ireland. It’s actually “James Bond Island” in Khao Phing Kan, Thailand. The castle was pla'
80002 5353 'Acts 13v27 Paul and Barnabas returned to Antioch and ‘declared all that God had done with them and how he had opened a door of faith…’ We also wish to share the many opportunities we have been granted and what God is continuing to do in Romania. SUCEAVA Just after Easter we travelled to the Suceava region in the north east of the country to work with Pastor Catalin Croitor. The 10 days were filled'
85000 512 'operating system from Sun Microsystems for sparc, sparc64, x86, and amd64 hardware. For the DRI to work on Solaris, someone would need to implement the DRM layer. This would involve adding a DRM kernel subsystem to the Solaris kernel, and possibly adding some Solaris support to libdrm. This has been done in the development release of Solaris ("Nevada"), and the i915 DRM module provided. - OpenSola'
85001 1663 'Out ... In Restaurant Recipes "Your Source for Restaurant Recipes Online" Melange Cafe\'s Louisiana Dirty Rice 1 1/2 C. long-grain white rice 3 T. vegetable oil 1/2 C. diced green bell pepper 1/2 C. diced onion 1 C. sliced andouille sausage 1 T. chopped garlic 3 T. Cajun seasoning 1/2 C. chicken livers, cut into small pieces 24 littleneck clams, scrubbed 2 C. chicken stock Cook rice according to pa'
85002 1406 'WORLD OF DESSERTS Global inspirations lend their sweet influence to today’s dessert plates. Consider the menu items reflected in this month’s recipe pages: Buñuelos (deep-fried donut style pastries) from Bomboa in Boston, potato beignets with black plums and Ohio maple syrup from Chef Vid Lutz of Johnny’s Downtown in Cleveland, a chocolate tart with Valencia oranges from Taberna del Alabardero in '
90000 1283 "OK, we know we have an image problem. We know the Media is going to continue to find those few that would paint us in the worst possible light even if 99% of us did our best to dress up for the range. How bout we come up with some ideas to change our image? Doesn't have to be drastic or big. A little at a time goes a long way. Let's start with some of the more visible things. Why don't we start wi"
90001 2475 '.4 Using Text Highlighting The Text Highlighting tool can be a useful tool in the classroom or for preparing class notes. In this Classroom Tip we will show a few ways that you can use the Text Highlighting tool in your teaching. Coloring the Text Creating a Color File The first step is to create a color file and set the color you want to use for your highlighting. On the main BibleWorks menu sele'
90002 2466 'ia Marquez, godfather of magic realism, dies By Laurent Thomet ,AFP April 19, 2014, 12:17 am TWN MEXICO CITY -- Gabriel Garcia Marquez, the Nobel-winning Colombian author whose "magical realism" told epic stories of love, family and dictatorship in Latin America, died Thursday at the age of 87. Known affectionately as "Gabo," the author of "One Hundred Years of Solitude" and "Love in the Time of C'
95000 2938 'Police only learned of the latest alleged attack when the girl’s mother approached the head of the police department. If you’ve never won the lottery and the euphoria that comes with it, a new study says you can get the same feeling just by getting sleep. The drug, U-47700, also called “Pink” due to its color, is an opioid more potent than heroin. The special edition phones will be available in 12'
95001 3018 'Enjoy an elegant, private environment with comfortable seating and many amenities including food and beverages, private restroom, coat check and private bar service. The Spotlight Room comfortably accommodates parties of 10-30 guests and is available for pre-show, intermission and post-show events. Please note your party must have purchased tickets or a confirmed group ticket reservation to be abl'
95002 10175 'Videogames as Art Essay Videogames as Art When people think about art, I’m fairly certain that most of them don’t thinkof videogames as their prime referent, instead opting for paintings and sculptures. In the mind of the general public, some believe art lies in works that are complex enough and that mimic reality accurately. Others judge art as the Fine Arts, which are those intended uniquely for'
97500 2557 'accordingly.<|endoftext|>English-speaking Roman Catholics have been celebrating the Mass with a newly revised translation of the Roman Missal since the First Sunday of Advent, 2011. Most of us continue to rely on the pew cards or our missalettes as we memorise the new translations of the People’s Parts. We inadvertently slip into the former translation from time to time due to the well-worn paths '
97501 3218 ".<|endoftext|>Spanish miners stage protest rally in Madrid Thousands of Spanish coal miners who fear for their livelihoods because of government cuts set off booming firecrackers Wednesday as they marched up Madrid's main avenue, some after trudging nearly three weeks from the country's beleaguered mining regions. The miners, wearing hardhats and carrying walking sticks, snaked along the avenue un"
97502 4774 '<|endoftext|>KNOXVILLE — Jim Chaney was disappointed he had to yell more than he expected. "I was thinking on Sunday I\'d come in here and be able to yell at one segment of the offense. [but] there wasn\'t one of them that did very good in the run game," the University of Tennessee offensive coordinator said after Wednesday morning\'s practice. "The running backs, O-line, tight ends, wideouts -- it w'
99000 1796 "of drugs may shift treatment of the most common form of adult leukemia from combination chemotherapies to a more customized approach. One such B cell receptor inhibitor, called PCI-32765, continues to show improved effectiveness in an ongoing clinical trial with relatively mild side effects compared to existing treatment. Susan O'Brien, M.D., professor in MD Anderson's Department of Leukemia, will"
99001 5404 "release<|endoftext|>ERI and its affiliates provide quality corporate planning salary survey data to over 10,000 subscribers, including government agencies, expert witnesses, courts, and professional compensation analysts. ERI Assessor Series report on a wide range of locations. PAQ assists ERI in providing Global Salary Calculator values derived from job family (generalities) parsed by PAQ's eDOT "
99002 605 '.<|endoftext|>200 Countries, 200 Years, 4 Minutes Posted by Adam Benforado on January 8, 2011 I’m getting excited about the Fifth Law and Mind Sciences Conference: “The Psychology of Inequality” that will be held at Harvard Law School on February 26, 2011. It promises to be a great event. (As a reminder, you can register for the conference here.) To whet your appetite, check out this amazing anima'
99500 720 '|<|endoftext|>Weddings & Special Events Lancaster Country Club offers many dining options and special event venues throughout the clubhouse, including the Ballroom, Oak Room, Terrace, and Lounges. Event Coordinator, Wesley Taylor, will help you plan your large or small special occasion, business meeting or family dinner. Please note that all events must be hosted by a member or sponsored by one. W'
99501 655 '<|endoftext|>Beloved publicist and friend Claire O’Connor passed away last week, leaving a significant piece of the NYC mosaic missing. Please come and memorialize her. The wake for Claire is this Monday, August 1, at Frank E. Campbell Funeral Home (1076 Madison Avenue, at 81 Street), from 2 to 5 p.m. and 7 to 9 p.m. Her family is requesting flowers. And her funeral will be on Tuesday, August 2, a'
99502 742 '.<|endoftext|>John Dahlbäck on his brand new banger, "Count To Ten", Florida-raised, Los Angeles-based pop artist on the rise Alexandria Barnes, aka Alexx Mack, who has already garnered the praise and support of industry heavyweights such as Billboard, SPIN, Galore and Idolator, just to name a few, has today unveiled the music video for her infectious new pop anthem "Red Eyes", directed by Noel Ma'
99900 525 '!<|endoftext|>We are roughly one quarter into the 2018 baseball season and there always seems to be something to talk about when it comes to the relief pitchers. Los Angeles Dodgers right-hander Kenley Jansen made April news with his struggles. The Los Angeles Angels, Philadelphia Phillies and Toronto Blue Jays are among the teams making us consider several options for their respective team saves.'
99901 3053 '. Joanne Kurtzberg of Duke University tells Scott Pelley that stem cells purchased from one of the hundreds of websites promising stem cell cures for incurable diseases could actually cause a patient serious harm. The chief scientific officer for Duke\'s stem cell research program spoke to Pelley as part of an eight-month investigation into the illicit stem cell industry. In the report, "60 Minutes'
99902 5086 'need hope."<|endoftext|>Spring is the season for change and what better way is there to give yourself a fresh start than by taking advantage of Habitat-HM’s kitchen salvage program? Our highly-skilled team will handle the removal of your old kitchen to allow you to welcome the new one, entirely free of cost (yes, you read that right). How it works Our kitchen removal experts will take away anythin'
100000 1902 '2013<|endoftext|>Clr Andrew Marchington, Golcar Lib Dem, said they should "welcome" people fleeing oppression while his party leader Clr Kath PinnocK said: "For the SAKE of humanity we should not allow people to be destitute He is none other than Bhai Balwinder Singh Rangila, who has solemnized mass marriages of 400 destitute The Disaster Management Authority will distribute the wheat among the de'
100001 681 'it".<|endoftext|>To have access to the Business service you must do the login! If you are not an Bizmonaco social Network user, you can subscribe for free now or if you prefer, you can contact directly the Business Development team for more information: firstname.lastname@example.org Bizmonaco is a social network. The purpose of the targets is to focus on the word network. Each month all accounts '
100002 2495 '!").<|endoftext|>Updated at 11:35 a.m. Tuesday with information from arrest affidavit. The stepmother of a 4-year-old Corsicana girl is accused of leaving the child unattended and not seeking medical care after her stepdaughter was scalded by a pot of boiling water, police said. The girl, Amberly Quiroz, died from the burns to her face, chest and arms. The only treatment she received was face crea'
100100 3117 ', Farrah Abraham’s mom Deb got married. It was a whole thing, but nobody from Teen Mom — except for Farrah herself — showed up. Amber Portwood is pregnant, and couldn’t make it, even though she was invited. Well, Farrah Abraham didn’t mind Amber’s absence, and took the opportunity to take some serious shots at her fellow Teen Mom star. Debra Danielsen, Farrah Abraham’s mother with whom she has had'
100101 21088 've been busy at work and I almost forgot about SNBC this week that I didn’t even have time to plan leave. Hope to see all of you there. Although SCA’s website didn’t specify the time, I’ve gotten word from one of the competitors that the final day on Saturday, 27 February will start at 11 am, and will end approximately at 4 pm. As Ben Ruane has pointed out in the comments below, SCA has updated th'
100102 6172 'of the most exceptional man I’ve ever met. He wasn’t a captain of industry. Nor was he a great philosopher. He was the Cabana Boy. He wasn’t rich, but he lived amongst the wealthy… often sipping from their expensive tropical drinks just moments before handing it to them. He wasn’t attractive or particularly intelligent, yet he slathered lotion onto the bodies of beautiful women while their partner'
102500 4789 'Web Designer Finds Her Place in the Solo Seat June 14, 2013 | By: Kayleigh Pingel Editor’s Note: Kayleigh Pingel started at J&P Cycles in 2012, after graduating from the University of Dubuque with degrees in computer graphics and computer information systems. She works in the J&P Marketing Department as a web designer, creating products and event emails as well as graphics for the J&P website. Kay'
102501 1099 'more.<|endoftext|>Rice, William Clarke, b. 1875 d. 1928 Painter, Muralist, Sculptor, Illustrator, Teacher, Writer Active in New York, N.Y. Collection size: 0.4 linear ft. (on 2 microfilm reels) Collection Summary: 2 scrapbooks containing correspondence, clippings, printed matter, poetry, plays, an illustrated children\'s story, and other writings by Rice; "A Handbook of the Art of Painting and Alli'
102502 1390 'Office Working smarter to reduce carbon impacts CitySwitch Green Office is Australia’s flagship sustainability program for office-based businesses. Now more than ever, Australia’s business community must lower its exposure to energy pricing impacts and shift its focus to more efficient and sustainable operations. Tenants have a critical role to play – they influence up to 50% of the energy use in '
105000 1515 '.<|endoftext|>Prayers for baby Jojo, the coupon rages on, a Cisco vulnerability I received a reply to yesterday’s email from a customer with a request for prayer for her great niece, Jojo (Josphine). Jojo was born early at 24 weeks at only 1lb. Her and mom are not in a great condition right now and need the grace and mercy of the Lord. Would you pray for them with me? Pray that the Lord would heal'
105001 452 "<|endoftext|>NAMI NJ's Expressive Arts Network has produced two postcards and a poster, designed by our own Jay Yudof, to raise awareness about mental illness. The famous people who are featured therein had experienced a major mental disorder in their lifetime and yet had contributed tremendously to society. Order a few packs for your next stigma-busting event! 1562 ROUTE 130 NEW JERSEY 08902 This"
105002 589 "is currently empty. Enable cookies to use the shopping cart If only our dogs could talk! Thank goodness they can't. Dogs are not only a WOMEN best friend but they really save you money on therapy. These socks are brightly colored and only one size that fits most. Saying: MY DOG AND I TALK SH*T ABOUT YOU! Perfect gift for yourself or a friend with a sense of humor or someone that just needs to laug"
107500 1804 'ola Kůrková. Kitchen. November 19th , 2017. Thus, it helps to gather some knowledge regarding cabinet doors before you buy kitchen doors for your kitchen. This will not only save time and money but will also contribute to making your kitchen appear beautiful. You will definitely become the envy of your neighbors. Just remember to find colors that match the entire home decor or kitchen decor so tha'
107501 2590 'katerina Gamova will not play anymore for the Russian national team. She announced it before the Olympic games and, in consequence, her last performance was against Brazil in the 2-3 … Sigue leyendo The “big girl” says good bye Екатерина Гамова больше не будет играть за национальную сборную России. Она объявила об этом еще до Олимпиады, поэтому поражение от Бразилии 2-3 в четвертьфинале было ее по'
107502 5735 '<|endoftext|>And, refer our YouTube Channel and Android App to your friends who could also be inquisitive about watching latest Science and Expertise info and completely different helpful movies. Now you can see the overall knowledge consumed by your COMPUTER in remaining 30 days. Click on on the View utilization particulars” hyperlink to test the info consumed by every app. Small businesses in th'
110000 4256 'ues Push to Promote Tourism and Access to Outdoor Recreation and at Inaugural Meeting of FICOR Council Contact: Adam Fetcher (DOI) 202-208-6416 Justin DeJong (USDA) 202-720-4623 Taryn Tuss (CEQ) 202-395-5428 Brad Carroll (DOC) 202-482-4883 Moira Kelley (DOA) 703-614-3992 Improving the quality and quantity of information available online is one of the priorities identified by the public and discuss'
110001 2458 "<|endoftext|>[PLUG] Re: Open Office in Government (Digest, Vol 13, Issue 18) manish.dusane at airtightnetworks.net Tue Mar 20 11:24:10 IST 2007 I am in for this. Count me for active participation. Not only Microsoft products, but all possible 'non-free' enterprise softwares that are used by the government. On Sat, 2007-03-17 at 12:00 -0700, plug-mail-request at plug.org.in wrote > Today's Topics: "
110002 3010 '-mail<|endoftext|>HONG KONG — After winning permission from China\'s government to continue to operate there, Google must now fight for relevance as Baidu extends its dominance in the world\'s largest Internet market. Uncertainty over whether Google would be forced out of China prompted some advertisers to switch to Beijing-based Baidu. "There is a big gap between Baidu and Google, and that gap has '
112500 1024 'Steven’s Falls is a Complex Classic Cascade. Its total height is 8.5 metres ( 27.75 feet) and its width is 5 metres (16 feet). It is located on a tributary of the Spring Creek and normally has water flowing year round. Although Steven’s Falls is located on Hamilton Conservation Authority lands, access to it is very difficult as there is no trail. How to get there The waterfall is located south of '
112501 655 'Economics tutors, we are an excellent and result oriented Online tutoring service provider. We help to coordinate access of expert tutors. We are tutoring in these countries UK, Switzerland, US, Japan, UAE, Singapore, Saudi Arabia, Oman, Bahrain, Netherlands, Canada, Qatar, Italy, Norway, China, Spain, Turkey, and Argentina all over glob. You can get the best pool of tutoring resources, Tutoring F'
112502 26083 '. Frazier Since its publication in 1986, Worship–Third Edition [W3] has sold three-quarters of a million copies, according to Alec Harris, the president and chief operating officer of its publisher, GIA Publications. The company is not sure how many parishes are still using the book, but after a quarter of a century most hymnals need a review. Not only has the composition of new hymn texts and tun'
0 250000 docs 1714 char 1186879 len pct [ 100. 229.3 403.25 629.5 896. 1184. 1726.87 2175. ]
starts ["'Beardmore was sufficiently impressed with Shackleton to offer financial support , but other donations proved hard to com'", '"On 1 January 1908 , Nimrod sailed for the Antarctic from Lyttelton Harbour , New Zealand . Shackleton \'s original plans "', "'To conserve coal , the ship was towed 1 @,@ 650 miles ( 2 @,@ 655 km ) by the steamer Koonya to the Antarctic ice , afte'", '"Nimrod arrived at McMurdo Sound on 29 January , but was stopped by ice 16 miles ( 26 km ) north of Discovery \'s old base"']
250000 500000 docs 203 char 1105340 len pct [ 709. 1162.8 1836. 3012. 6647.5 11215.4 27258.92 68542. ]
starts ["'Description of a very high speed transit (VHST) system operating in its own rarefied atmosphere in evacuated tubes in un'", "'Five of the leading commanders at the centre of Turkey’s failed military coup have reportedly ‘committed suicide’ as the'", "'The Story Behind This Man’s Driver’s License Got Everyone At The DMV... When U.S. Marine Corps veteran Alex Morales went'", "'Android 5.1 Details: What’s changed? Android Lollipop is an impressive piece of software but it didn’t arrive without it'"]
500000 750000 docs 432 char 1100198 len pct [ 100. 709.2 1237. 1861.5 2808.25 4106.7 9305.67 82232. ]
starts ["'I fucking hate when he does this shit pic.twitter.com/kpmcHnW4Cz — Miley Ray Cyrus (@MileyCyrus) April 22, 2018 Singer-a'", "'Uttar Pradesh chief minister Yogi Adityanath has maintained that 63 children in government-run Gorakhpur hospital died b'", "'Skin redness or ruddy skin is a common problem for many women in hot weather. The flushed skin is mainly a symptom of in'", "'Suspected Islamic extremists opened fire at a Turkish restaurant in the capital of Burkina Faso, killing at least 17 peo'"]
750000 1000000 docs 359 char 757693 len pct [ 320. 849. 1190. 1727. 2546. 3801.4 7295.88 10325. ]
starts ['"<p>I found the platform module but it says it returns \'Windows\' and it\'s returning \'Microsoft\' on my machine. I notice i"', '\'<p>using the linqtemplates, I tried getting the linq syntax close to what is in the <a href="http://subsonicproject.com/\'', "'<p>I need to develop a page which has 2 dropdownlist.</p> <p>Options of dropdownlist 2 are based on selection of dropdow'", "'<p>Say I would like to host my open source software by myself, i.e. not in sourceforge or google code but host my own sv'"]
encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.exec_command({cmd:\"find /root/.cache/huggingface /tmp/codex-home/.cache/huggingface -maxdepth 4 -type f 2>/dev/null | head -100; python - <<'PY'\\nmods=['sklearn','fasttext','tiktoken','langdetect','nltk','spacy','sentence_transformers']\\nfor m in mods:\\n try:\\n x=__import__(m); print(m,'yes',getattr(x,'__version__',''))\\n except Exception as e: print(m,'no',str(e)[:80])\\nPY\\nnvidia-smi --query-gpu=name,memory.total,memory.free --format=csv,noheader && cat .timer/remaining_secs\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":10000});\ntext(r.output);"
}exec result
Script completed
Wall time 0.2 seconds
Output:
/root/.cache/huggingface/hub/models--gpt2/blobs/10c66461e4c109db5a2196bff4bb59be30396ed8
/root/.cache/huggingface/hub/models--gpt2/blobs/226b0752cac7789c48f0cb3ec53eda48b7be36cc
/root/.cache/huggingface/hub/models--gpt2/blobs/be4d21d94f3b4687e5a54d84bf6ab46ed0f8defd
/root/.cache/huggingface/hub/models--gpt2/blobs/1f1d9aaca301414e7f6c9396df506798ff4eb9a6
/root/.cache/huggingface/hub/models--gpt2/blobs/4b988bccc9dc5adacd403c00b4704976196548f8
/root/.cache/huggingface/hub/models--gpt2/refs/main
/root/.cache/huggingface/hub/.locks/models--gpt2/10c66461e4c109db5a2196bff4bb59be30396ed8.lock
/root/.cache/huggingface/hub/.locks/models--gpt2/be4d21d94f3b4687e5a54d84bf6ab46ed0f8defd.lock
/root/.cache/huggingface/hub/.locks/models--gpt2/226b0752cac7789c48f0cb3ec53eda48b7be36cc.lock
/root/.cache/huggingface/hub/.locks/models--gpt2/1f1d9aaca301414e7f6c9396df506798ff4eb9a6.lock
/root/.cache/huggingface/hub/.locks/models--gpt2/4b988bccc9dc5adacd403c00b4704976196548f8.lock
sklearn no No module named 'sklearn'
fasttext no No module named 'fasttext'
tiktoken no No module named 'tiktoken'
langdetect no No module named 'langdetect'
nltk no No module named 'nltk'
spacy no No module named 'spacy'
sentence_transformers no No module named 'sentence_transformers'
NVIDIA H100 80GB HBM3, 81559 MiB, 81076 MiB
5310
encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.exec_command({cmd:\"du -ah /root/.cache/huggingface/hub/models--gpt2 | sort -h | tail -15 && python - <<'PY'\\nfor m in ['scipy','pandas','pyarrow','numba','regex','ftfy']:\\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});\ntext(r.output);"
}exec result
Script completed
Wall time 0.1 seconds
Output:
512 /root/.cache/huggingface/hub/models--gpt2/snapshots/607a30d783dfa663caf39e06633721c8d4cfcd7e/config.json
512 /root/.cache/huggingface/hub/models--gpt2/snapshots/607a30d783dfa663caf39e06633721c8d4cfcd7e/merges.txt
512 /root/.cache/huggingface/hub/models--gpt2/snapshots/607a30d783dfa663caf39e06633721c8d4cfcd7e/tokenizer.json
512 /root/.cache/huggingface/hub/models--gpt2/snapshots/607a30d783dfa663caf39e06633721c8d4cfcd7e/tokenizer_config.json
512 /root/.cache/huggingface/hub/models--gpt2/snapshots/607a30d783dfa663caf39e06633721c8d4cfcd7e/vocab.json
1.0K /root/.cache/huggingface/hub/models--gpt2/.no_exist
1.0K /root/.cache/huggingface/hub/models--gpt2/blobs/10c66461e4c109db5a2196bff4bb59be30396ed8
1.0K /root/.cache/huggingface/hub/models--gpt2/refs
3.0K /root/.cache/huggingface/hub/models--gpt2/snapshots/607a30d783dfa663caf39e06633721c8d4cfcd7e
3.5K /root/.cache/huggingface/hub/models--gpt2/snapshots
446K /root/.cache/huggingface/hub/models--gpt2/blobs/226b0752cac7789c48f0cb3ec53eda48b7be36cc
1018K /root/.cache/huggingface/hub/models--gpt2/blobs/1f1d9aaca301414e7f6c9396df506798ff4eb9a6
1.3M /root/.cache/huggingface/hub/models--gpt2/blobs/4b988bccc9dc5adacd403c00b4704976196548f8
2.8M /root/.cache/huggingface/hub/models--gpt2
2.8M /root/.cache/huggingface/hub/models--gpt2/blobs
scipy no
pandas no
pyarrow no
numba no
regex yes 2026.7.19
ftfy no
encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.exec_command({cmd:\"for p in '<pre><code>' '<p>' 'stackoverflow' 'wikipedia' '@-@' '@,@' 'References' 'External links' 'asked' 'accepted answer' 'Question:'; do echo -n \\\"$p \\\"; rg -i -c --fixed-strings \\\"$p\\\" data/pool.jsonl | awk -F: '{s+=$2} END{print s+0}'; done\\npython - <<'PY'\\nimport json,re,collections,math,time\\n# quick per-10k stats\\nbins=[collections.Counter() for _ in range(19)]\\nfor line in open('data/pool.jsonl'):\\n o=json.loads(line);t=o['text']; b=bins[o['id']//10000]\\n b['n']+=1;b['ch']+=len(t); b['eos']+=('<|endoftext|>' in t);b['html']+=bool(re.search(r'<(?:p|pre|code|div|a)\\\\b',t,re.I)); b['q']+=('?' in t);b['long']+=len(t)>=2000\\n b['nav']+=bool(re.search(r'\\\\b(?:Skip to content|Home About|Privacy Policy|Log In|Sign In Register|All Rights Reserved)\\\\b',t,re.I))\\n b['code']+=bool(re.search(r'(?:<pre><code>|Traceback|public static|function\\\\s*\\\\(|#include\\\\s*<)',t,re.I))\\nfor i,b in enumerate(bins):\\n print(i*10000, dict(b), 'avg',round(b['ch']/b['n']))\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":10000});\ntext(r.output);"
}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": 10000
}wait result
Script completed
Wall time 9.3 seconds
Output:
<pre><code> 0
<p> 0
stackoverflow 0
wikipedia 0
@-@ 0
@,@ 0
References 0
External links 0
asked 0
accepted answer 0
Question: 0
encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.exec_command({cmd:\"python - <<'PY'\\nimport json,re,collections\\nbins=[collections.Counter() for _ in range(19)]\\nfor line in open('data/pool.jsonl'):\\n o=json.loads(line);t=o['text']; b=bins[o['id']//10000]\\n b['n']+=1;b['ch']+=len(t); b['eos']+=('<|endoftext|>' in t);b['html']+=bool(re.search(r'<(?:p|pre|code|div|a)\\\\b',t,re.I)); b['q']+=('?' in t);b['long']+=len(t)>=2000\\n b['nav']+=bool(re.search(r'\\\\b(?:Skip to content|Home About|Privacy Policy|Log In|Sign In Register|All Rights Reserved)\\\\b',t,re.I))\\n b['code']+=bool(re.search(r'(?:<pre><code>|Traceback|public static|function\\\\s*\\\\(|#include\\\\s*<)',t,re.I))\\nfor i,b in enumerate(bins):\\n print(i*10000, 'n',b['n'],'avg',round(b['ch']/b['n']),'eos',b['eos'],'html',b['html'],'q',b['q'],'long',b['long'],'nav',b['nav'],'code',b['code'])\\nPY\\nrg -i -c --fixed-strings '<pre><code>' data/pool.jsonl; rg -i -c --fixed-strings '<p>' data/pool.jsonl; rg -i -c --fixed-strings 'Wikipedia' data/pool.jsonl\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":10000});\ntext(r.output);"
}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": 10000
}wait result
Script completed
Wall time 16.9 seconds
Output:
encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.exec_command({cmd:\"cat .timer/remaining_secs; python -c \\\"print('hi')\\\"; rg -i -c --fixed-strings '<pre><code>' data/pool.jsonl || true\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":2000});\ntext(JSON.stringify(r));"
}exec result
Script completed
Wall time 0.3 seconds
Output:
{"chunk_id":"333060","wall_time_seconds":0.046128777,"exit_code":0,"original_token_count":2,"output":"5200\nhi\n"}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "// @exec: {\"yield_time_ms\": 30000, \"max_output_tokens\": 5000}\nconst r = await tools.exec_command({cmd:\"python - <<'PY'\\nimport json,re,collections\\nbins=[collections.Counter() for _ in range(19)]\\nfor line in open('data/pool.jsonl'):\\n o=json.loads(line);t=o['text']; b=bins[o['id']//10000]\\n b['n']+=1;b['ch']+=len(t); b['eos']+=('<|endoftext|>' in t);b['html']+=bool(re.search(r'<(?:p|pre|code|div|a)\\\\b',t,re.I)); b['q']+=('?' in t);b['long']+=len(t)>=2000\\n b['nav']+=bool(re.search(r'\\\\b(?:Skip to content|Home About|Privacy Policy|Log In|Sign In Register|All Rights Reserved)\\\\b',t,re.I))\\n b['code']+=bool(re.search(r'(?:<pre><code>|Traceback|public static|function\\\\s*\\\\(|#include\\\\s*<)',t,re.I))\\nfor i,b in enumerate(bins):\\n print(i*10000, 'n',b['n'],'avg',round(b['ch']/b['n']),'eos',b['eos'],'html',b['html'],'q',b['q'],'long',b['long'],'nav',b['nav'],'code',b['code'])\\nPY\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":5000});\ntext(r.output);"
}exec result
Script completed
Wall time 30.2 seconds
Output:
The disclosed target is exactly quartered by token span: Wikipedia-style encyclopedia, polished general web prose, news, and Stack Overflow HTML. The pool itself has a major provenance shift near ID 100,000; the later portion carries much more navigation/template noise. I’m using this both to establish clean baselines and to prevent a single aggregate “quality” score from collapsing the domain mix.
encrypted chain-of-thought — recorded, not exposed
args
{
"input": "// @exec: {\"yield_time_ms\": 30000, \"max_output_tokens\": 5000}\nconst r = await tools.exec_command({cmd:\"python - <<'PY'\\nimport json,random\\nids=list(range(182016));random.Random(123).shuffle(ids)\\njson.dump(ids,open('/tmp/random_all.json','w'))\\nids=list(range(100000));random.Random(123).shuffle(ids)\\njson.dump(ids,open('/tmp/random_first.json','w'))\\nPY\\nbash dev_eval.sh /tmp/random_all.json\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":5000});\ntext(r.output);"
}exec result
Script completed
Wall time 30.2 seconds
Output:
Token indices sequence length is longer than the specified maximum sequence length for this model (3048 > 1024). Running this sequence through the model will result in indexing errors
encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.exec_command({cmd:\"pgrep -af 'pack_selection|train_nano|dev_eval' || true; ls -lh /tmp/dev_train.npy /tmp/dev.json 2>/dev/null; cat .timer/remaining_secs\",\"workdir\":\"/workspace\",\"yield_time_ms\":1000,\"max_output_tokens\":3000});\ntext(JSON.stringify(r));"
}exec result
Script completed
Wall time 0.1 seconds
Output:
{"chunk_id":"87e686","wall_time_seconds":0.000182072,"exit_code":0,"original_token_count":6061,"output":"Warning: truncated output (original token count: 6061)\nTotal output lines: 8\n\n190 bash -c rm -f /tmp/ri-exec-6edf6ca399304ca3aa1e3f8722ac6cf8.pid setsid bash -c 'set -o pipefail; export PATH=\"$HOME/.local/bin:/usr/local/bin:$PATH\" if [ -s ~/.nvm/nvm.sh ]; then . ~/.nvm/nvm.sh; fi OUT=/logs/agent/codex.txt mkdir -p \"$(dirname \"$OUT\")\" : > \"$OUT\" ATT=\"$(mktemp /tmp/codex-attempt.XXXXXX)\" trap '\"'\"'rm -f \"$ATT\"'\"'\"' EXIT read_remaining() { local r=\"\" if [ -r /workspace/.timer/remaining_secs ]; then r=\"$(cat /workspace/.timer/remaining_secs 2>/dev/null)\" fi if ! [ \"$r\" -ge 0 ] 2>/dev/null; then r=\"${TASK_BUDGET_SECS:-}\"; fi if ! [ \"$r\" -ge 0 ] 2>/dev/null; then r=86400; fi echo \"$r\" } MIN_REM=90 MAX_RESUMES=15 BASE=20 CAP=240 JIT=25 N=0 rc=1 while : ; do REM=\"$(read_remaining)\" if [ \"$REM\" -le \"$MIN_REM\" ] 2>/dev/null; then echo \"=== codex: budget exhausted (remaining=${REM}s); stopping ===\" | tee -a \"$OUT\" break fi : > \"$ATT\" if [ \"$N\" -eq 0 ]; then codex exec --dangerously-bypass-approvals-and-sandbox --skip-git-repo-check --model azure_ai/gpt-5.6-sol --json --enable unified_exec -c model_reasoning_effort=high -c model_reasoning_effort=xhigh -c request_max_retries=12 -c stream_max_retries=12 -c stream_idle_timeout_ms=600000 -- '\"'\"'# Task: Curate a raw web corpus to train the best small language model ## Context You are assembling the pretraining data for a small language model. You have a large pool of **raw web documents** at `/workspace/data/pool.jsonl` — one JSON object per line: `{\"id\": <int>, \"text\": \"...\"}`. The documents are unlabeled. The pool holds **182,016 documents (~200M GPT-2 tokens total)**. Compute is fixed: the model is trained on a **fixed budget of 12,000,000 tokens** — only ~6% of the pool, far smaller than the whole thing. So you cannot train on everything: you must decide *which* documents are worth training on. The training pipeline tokenizes your selection (GPT-2 BPE) in priority order and stops once it has accumulated 12M tokens. ## Goal Curate the pool: choose the documents that, trained on under the fixed budget, produce the **best language model**. Quality is measured by **held-out perplexity on a BROAD, multi-domain high-quality English target** — equal parts encyclopedic (Wikipedia), general high-quality web prose, news, and technical Q&A. This is your disclosed target: select data that makes the model good across *all* of these registers, not just one. Lower perplexity is better. ## Deliverables 1. `/workspace/submission/selection.json` — a JSON list of pool `id`s to train on, in **priority order** (best first). The training pipeline consumes your list in order until the **12M-token** budget is filled, then trains. Provide enough ids to cover at least 12M tokens (a few hundred MB of text is ample); ids beyond the budget are simply unused. 2. `/workspace/submission/curate.py` — the reproducible script that produced your selection from a stated criterion (not a hand-picked id list). 3. `/workspace/claim.md` — Hypothesis / Mechanism (predict an observable other than the final perplexity) / Falsification / Transfer. ## Resources - The **frozen training script** is provided (`/workspace/train_nano.py`, with `model.py`). It trains a ~30M-parameter GPT from scratch on a token budget with fixed hyperparameters. **You may run it to evaluate a candidate selection** against a dev target (`/workspace/data/multi_dev.npy`) — one run is ~60s on the GPU — but you **cannot change it**; the official run uses an identical frozen copy. The only thing you control is the data selection. - Standard GPU sandbox (Python, PyTorch, transformers). How you assess document quality is entirely up to you (filters, classifiers, heuristics, a model, etc.). - Your session ends when the wall-clock budget runs out — check `/workspace/.timer/remaining_secs` at any point for the authoritative time left (don'\"'\"'\"'\"'\"'\"'\"'\"'t assume a fixed number of hours). Every training run you do comes out of that budget. - No internet. The pool'\"'\"'\"'\"'\"'\"'\"'\"'s documents are freshly assembled; you cannot look up any quality labels — any quality signal must come from your own analysis. ## How you are scored Official: your selection fills the fixed token budget, the frozen script trains the 30M GPT from scratch, and the verifier measures the **absolute held-out perplexity on the hidden high-quality target** (a different sample from the disclosed domain than the dev set). That perplexity is your score. **Lower is better** — the goal is simply to push held-out perplexity as low as you can. The verifier reports the raw perplexity and does no normalization. For reference and for a separate downstream normalization step, the benchmark records two fixed anchors: a **baseline** of held-out perplexity from a random selection (the do-nothing reference), and a **theoretical best** of perplexity 1 (the perplexity floor, unreachable in practice). Aim to get your held-out perplexity well below the random baseline. ## Constraints - `selection.json` must be produced by `curate.py` from a stated criterion; an opaque hand-picked id list fails the publishability check even if it scores well. - A selection with duplicate or out-of-range ids, or too few tokens to fill the budget, is marked invalid (no score recorded) and excluded from ranking, so it can'\"'\"'\"'\"'\"'\"'\"'\"'t win and doesn'\"'\"'\"'\"'\"'\"'\"'\"'t distort averages. '\"'\"' </dev/null 2>&1 | stdbuf -oL tee -a \"$OUT\" \"$ATT\" >/dev/null rc=${PIPESTATUS[0]} else echo \"=== CODEX RESUME #${N} remaining=${REM}s $(date -Iseconds) ===\" | tee -a \"$OUT\" codex exec resume --last --dangerously-bypass-approvals-and-sandbox --skip-git-repo-check --model azure_ai/gpt-5.6-sol --json --enable unified_exec -c model_reasoning_effort=high -c model_reasoning_effort=xhigh -c request_max_retries=12 -c stream_max_retries=12 -c stream_idle_timeout_ms=600000 -- '\"'\"'A transient rate-limit (HTTP 429) interrupted you; nothing you did was lost and your ses…3061 tokens truncated…ficial: your selection fills the fixed token budget, the frozen script trains the 30M GPT from scratch, and the verifier measures the **absolute held-out perplexity on the hidden high-quality target** (a different sample from the disclosed domain than the dev set). That perplexity is your score. **Lower is better** — the goal is simply to push held-out perplexity as low as you can. The verifier reports the raw perplexity and does no normalization. For reference and for a separate downstream normalization step, the benchmark records two fixed anchors: a **baseline** of held-out perplexity from a random selection (the do-nothing reference), and a **theoretical best** of perplexity 1 (the perplexity floor, unreachable in practice). Aim to get your held-out perplexity well below the random baseline. ## Constraints - `selection.json` must be produced by `curate.py` from a stated criterion; an opaque hand-picked id list fails the publishability check even if it scores well. - A selection with duplicate or out-of-range ids, or too few tokens to fill the budget, is marked invalid (no score recorded) and excluded from ranking, so it can't win and doesn't distort averages. \n207 /usr/lib/node_modules/@openai/codex/node_modules/@openai/codex-linux-x64/vendor/x86_64-unknown-linux-musl/bin/codex exec --dangerously-bypass-approvals-and-sandbox --skip-git-repo-check --model azure_ai/gpt-5.6-sol --json --enable unified_exec -c model_reasoning_effort=high -c model_reasoning_effort=xhigh -c request_max_retries=12 -c stream_max_retries=12 -c stream_idle_timeout_ms=600000 -- # Task: Curate a raw web corpus to train the best small language model ## Context You are assembling the pretraining data for a small language model. You have a large pool of **raw web documents** at `/workspace/data/pool.jsonl` — one JSON object per line: `{\"id\": <int>, \"text\": \"...\"}`. The documents are unlabeled. The pool holds **182,016 documents (~200M GPT-2 tokens total)**. Compute is fixed: the model is trained on a **fixed budget of 12,000,000 tokens** — only ~6% of the pool, far smaller than the whole thing. So you cannot train on everything: you must decide *which* documents are worth training on. The training pipeline tokenizes your selection (GPT-2 BPE) in priority order and stops once it has accumulated 12M tokens. ## Goal Curate the pool: choose the documents that, trained on under the fixed budget, produce the **best language model**. Quality is measured by **held-out perplexity on a BROAD, multi-domain high-quality English target** — equal parts encyclopedic (Wikipedia), general high-quality web prose, news, and technical Q&A. This is your disclosed target: select data that makes the model good across *all* of these registers, not just one. Lower perplexity is better. ## Deliverables 1. `/workspace/submission/selection.json` — a JSON list of pool `id`s to train on, in **priority order** (best first). The training pipeline consumes your list in order until the **12M-token** budget is filled, then trains. Provide enough ids to cover at least 12M tokens (a few hundred MB of text is ample); ids beyond the budget are simply unused. 2. `/workspace/submission/curate.py` — the reproducible script that produced your selection from a stated criterion (not a hand-picked id list). 3. `/workspace/claim.md` — Hypothesis / Mechanism (predict an observable other than the final perplexity) / Falsification / Transfer. ## Resources - The **frozen training script** is provided (`/workspace/train_nano.py`, with `model.py`). It trains a ~30M-parameter GPT from scratch on a token budget with fixed hyperparameters. **You may run it to evaluate a candidate selection** against a dev target (`/workspace/data/multi_dev.npy`) — one run is ~60s on the GPU — but you **cannot change it**; the official run uses an identical frozen copy. The only thing you control is the data selection. - Standard GPU sandbox (Python, PyTorch, transformers). How you assess document quality is entirely up to you (filters, classifiers, heuristics, a model, etc.). - Your session ends when the wall-clock budget runs out — check `/workspace/.timer/remaining_secs` at any point for the authoritative time left (don't assume a fixed number of hours). Every training run you do comes out of that budget. - No internet. The pool's documents are freshly assembled; you cannot look up any quality labels — any quality signal must come from your own analysis. ## How you are scored Official: your selection fills the fixed token budget, the frozen script trains the 30M GPT from scratch, and the verifier measures the **absolute held-out perplexity on the hidden high-quality target** (a different sample from the disclosed domain than the dev set). That perplexity is your score. **Lower is better** — the goal is simply to push held-out perplexity as low as you can. The verifier reports the raw perplexity and does no normalization. For reference and for a separate downstream normalization step, the benchmark records two fixed anchors: a **baseline** of held-out perplexity from a random selection (the do-nothing reference), and a **theoretical best** of perplexity 1 (the perplexity floor, unreachable in practice). Aim to get your held-out perplexity well below the random baseline. ## Constraints - `selection.json` must be produced by `curate.py` from a stated criterion; an opaque hand-picked id list fails the publishability check even if it scores well. - A selection with duplicate or out-of-range ids, or too few tokens to fill the budget, is marked invalid (no score recorded) and excluded from ranking, so it can't win and doesn't distort averages. \n777 bash dev_eval.sh /tmp/random_all.json\n779 python3 pack_selection.py /tmp/random_all.json /tmp/dev_train.npy\n846 /bin/bash -c pgrep -af 'pack_selection|train_nano|dev_eval' || true; ls -lh /tmp/dev_train.npy /tmp/dev.json 2>/dev/null; cat .timer/remaining_secs\n5120\n"}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.exec_command({cmd:\"pgrep -af 'python3 pack_selection|python3 train_nano' || true; ls -lh /tmp/dev_train.npy /tmp/dev.json 2>/dev/null; cat .timer/remaining_secs\",\"workdir\":\"/workspace\",\"yield_time_ms\":1000,\"max_output_tokens\":2000});\ntext(r.output);"
}exec result
Script completed
Wall time 0.1 seconds
Output:
779 python3 pack_selection.py /tmp/random_all.json /tmp/dev_train.npy
852 /bin/bash -c pgrep -af 'python3 pack_selection|python3 train_nano' || true; ls -lh /tmp/dev_train.npy /tmp/dev.json 2>/dev/null; cat .timer/remaining_secs
5120
encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const patch = \"*** Begin Patch\\n*** Add File: /workspace/fastpack.py\\n+import json, sys, numpy as np\\n+from transformers import AutoTokenizer\\n+\\n+POOL = \\\"/workspace/data/pool.jsonl\\\"\\n+BUDGET = 12_000_000\\n+sel = json.load(open(sys.argv[1]))\\n+rank = {x:i for i,x in enumerate(sel)}\\n+rows = []\\n+for line in open(POOL):\\n+ x = json.loads(line)\\n+ if x[\\\"id\\\"] in rank:\\n+ rows.append((rank[x[\\\"id\\\"]], x[\\\"text\\\"]))\\n+rows.sort()\\n+tok = AutoTokenizer.from_pretrained(\\\"gpt2\\\")\\n+out=[]\\n+for j in range(0,len(rows),128):\\n+ enc = tok([x[1] for x in rows[j:j+128]], add_special_tokens=False).input_ids\\n+ for ids in enc:\\n+ out.extend(ids); out.append(tok.eos_token_id)\\n+ if len(out)>=BUDGET: break\\n+ if len(out)>=BUDGET: break\\n+np.save(sys.argv[2], np.asarray(out[:BUDGET],dtype=np.uint16))\\n+print('packed',len(out[:BUDGET]),'tokens')\\n*** End Patch\";\ntext(await tools.apply_patch(patch));"
}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:\"kill 777 779 2>/dev/null || true; ls -l fastpack.py; python fastpack.py /tmp/random_all.json /tmp/random.npy\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":3000});\ntext(JSON.stringify(r));"
}exec result
Script running with cell ID 16
Wall time 11.0 seconds
Output:
encrypted chain-of-thought — recorded, not exposed
args
{
"cell_id": "16",
"yield_time_ms": 30000,
"max_tokens": 3000
}wait result
Script completed
Wall time 7.5 seconds
Output:
{"chunk_id":"e6f812","wall_time_seconds":30.001771908,"session_id":33757,"original_token_count":59,"output":"-rw-r--r-- 1 root root 754 Aug 4 01:01 fastpack.py\nToken indices sequence length is longer than the specified maximum sequence length for this model (3048 > 1024). Running this sequence through the model will result in indexing errors\n"}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.write_stdin({session_id:33757,chars:\"\",yield_time_ms:30000,max_output_tokens:3000});\ntext(JSON.stringify(r));"
}exec result
Script completed
Wall time 0.0 seconds
Output:
{"chunk_id":"4125c4","wall_time_seconds":0.000003719,"exit_code":0,"original_token_count":6,"output":"packed 12000000 tokens\n"}encrypted chain-of-thought — recorded, not exposed
args
{
"input": "const r = await tools.exec_command({cmd:\"python train_nano.py --train_npy /tmp/random.npy --heldout_npy data/multi_dev.npy --out_json /tmp/random.json --max_iters 3000 --seed 1337\",\"workdir\":\"/workspace\",\"yield_time_ms\":30000,\"max_output_tokens\":3000});\ntext(JSON.stringify(r));"
}exec result
Script running with cell ID 18
Wall time 11.0 seconds
Output:
encrypted chain-of-thought — recorded, not exposed
args
{
"cell_id": "18",
"yield_time_ms": 30000,
"max_tokens": 3000
}wait result
Script completed
Wall time 13.0 seconds
Output:
{"chunk_id":"2bcdf9","wall_time_seconds":30.001521484,"session_id":10995,"original_token_count":0,"output":""}