gpt-5.6-sol

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SESSION_ID=89296

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SESSION_ID=89296

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Warning: truncated output (original token count: 1934)
Total output lines: 3

  PID     ELAPSED %CPU %MEM   RSS CMD
  190       36:18  0.0  0.0  6256 bash -c  rm -f /tmp/ri-exec-de9eedf097ae4352a5ef52919d23f4ad.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 [ "$N" -eq 0 ]; then     codex exec --dangerously-bypass-approvals-and-sandbox --skip-git-repo-check --model azure_ai/gpt-5.6-sol --json --enable unified_exec -c model_reasoning_effort=high -c model_reasoning_effort=high -c request_max_retries=12 -c stream_max_retries=12 -c stream_idle_timeout_ms=600000 -- '"'"'# Task: Curate a raw web corpus to train the best small language model  ## Context You are assembling the pretraining data for a small language model. You have a large pool of **raw web documents** at `/workspace/data/pool.jsonl` — one JSON object per line: `{"id": <int>, "text": "..."}`. The documents are unlabeled. The pool holds **182,016 documents (~200M GPT-2 tokens total)**.  Compute is fixed: the model is trained on a **fixed budget of 12,000,000 tokens** — only ~6% of the pool, far smaller than the whole thing. So you cannot train on everything: you must decide *which* documents are worth training on. The training pipeline tokenizes your selection (GPT-2 BPE) in priority order and stops once it has…934 tokens truncated…nd-sandbox --skip-git-repo-check --model azure_ai/gpt-5.6-sol --json --enable unified_exec -c model_reasoning_effort=high -c model_reasoning_effort=high -c request_max_retries=12 -c stream_max_retries=12 -c stream_idle_timeout_ms=600000 -- '"'"'A transient rate-limit (HTTP 429) interrupted you; nothing you did was lost and your session is intact. Do NOT restart from scratch. Check your remaining time budget at /workspace/.timer/remaining_secs (seconds) and continue from exactly where you left off. Before you run out of time, make sure you have written the final required deliverable to the exact path the task specifies (do not leave it only in scratch/candidate files).'"'"' </dev/null 2>&1 | stdbuf -oL tee -a "$OUT" "$ATT" >/dev/null     rc=${PIPESTATUS[0]}   fi   # success: clean exit AND a terminal turn.completed AND no terminal failure   # marker in THIS attempt. NB: `"type":"error"` alone is NOT failure — codex   # emits it for transient/recoverable transport errors (503/429 reconnects)   # then rides through to turn.completed; only turn.failed / "exceeded retry   # limit" (or a missing turn.completed) mean the turn actually died.   if [ "$rc" -eq 0 ] \      && grep -q '"'"'"type":"turn.completed"'"'"' "$ATT" \      && ! grep -q '"'"'"type":"turn.failed"\|exceeded retry limit'"'"' "$ATT"; then     echo "=== codex: turn completed cleanly (rc=0) ===" | tee -a "$OUT"     break   fi   N=$((N+1))   if [ "$N" -gt "$MAX_RESUMES" ]; then     echo "=== codex: gave up after ${N} resumes (rc=${rc}) ===" | tee -a "$OUT"     break   fi   # exponential backoff with jitter, capped   SLP=$(( BASE * (1 << (N-1)) ))   [ "$SLP" -gt "$CAP" ] && SLP=$CAP   SLP=$(( SLP + (RANDOM % (JIT+1)) ))   echo "=== codex: turn failed (rc=${rc}); resume #${N} in ${SLP}s ===" | tee -a "$OUT"   sleep "$SLP" done exit "$rc" ' & child="$!" echo "$child" > /tmp/ri-exec-de9eedf097ae4352a5ef52919d23f4ad.pid wait "$child" rc="$?" rm -f /tmp/ri-exec-de9eedf097ae4352a5ef52919d23f4ad.pid exit "$rc" 
3227

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Warning: truncated output (original token count: 4105)
Total output lines: 5

192 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=high -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**. Qua…3105 tokens truncated…e 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. 
3793 python submission/curate.py
4436 /bin/bash -c pgrep -af 'python submission/curate.py|curate.py' | tail -5

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  PID     ELAPSED %CPU %MEM   RSS STAT CMD

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wrote 50000 unique IDs to /workspace/submission/selection.json
estimated domain tokens: [12422338, 12422022, 12422146, 12423315]

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Output:
n 50000 unique 50000 range 1 182015 same False
firstdiff 17 132636 155292
-rw-r--r-- 1 root root 1.9K Aug  3 23:13 claim.md
-rw-r--r-- 1 root root 7.2K Aug  3 23:13 submission/curate.py
-rw-r--r-- 1 root root 343K Aug  3 23:19 submission/selection.json
3187

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id same positions 49579
hash same positions 50000

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SESSION_ID=44435

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Token indices sequence length is longer than the specified maximum sequence length for this model (2000 > 1024). Running this sequence through the model will result in indexing errors
packed 12000000 tokens from 50000 ids -> /tmp/final_train.npy
packed_array_matches_validated_candidate=0

Script running with cell ID 105
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20000 [4730570.640000004, 4730988.060000003, 4730106.510000005, 4731932.660000006] [5313, 4775, 5795, 4117]

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Traceback (most recent call last):
  File "<stdin>", line 6, in <module>
KeyError: 114743

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target
0 words 183200 [(' i ', 1.16), (' we ', 0.27), (' you ', 0.31), (' he ', 4.58), (' she ', 3.05), (' they ', 1.8), (' was ', 13.42), (' is ', 5.35), (' said ', 0.58), (' according ', 0.58), (' born ', 0.22), (' died ', 0.25), ('<p>', 0.0), ('<code>', 0.0), ('?', 0.14), ('!', 0.22), (' .', 44.92), (' ,', 63.22)]
1 words 187341 [(' i ', 4.52), (' we ', 3.21), (' you ', 5.62), (' he ', 4.4), (' she ', 0.75), (' they ', 3.09), (' was ', 5.38), (' is ', 11.43), (' said ', 1.91), (' according ', 0.35), (' born ', 0.03), (' died ', 0.07), ('<p>', 0.0), ('<code>', 0.0), ('?', 1.91), ('!', 1.42), (' .', 2.24), (' ,', 0.17)]
2 words 186078 [(' i ', 1.61), (' we ', 2.0), (' you ', 1.11), (' he ', 5.35), (' she ', 1.37), (' they ', 2.33), (' was ', 5.64), (' is ', 8.8), (' said ', 3.87), (' according ', 0.27), (' born ', 0.07), (' died ', 0.19), ('<p>', 0.0), ('<code>', 0.0), ('?', 0.68), ('!', 2.26), (' .', 0.12), (' ,', 0.04)]
3 words 122468 [(' i ', 9.28), (' we ', 0.75), (' you ', 8.99), (' he ', 0.09), (' she ', 0.02), (' they ', 0.87), (' was ', 0.93), (' is ', 11.74), (' said ', 0.08), (' according ', 0.06), (' born ', 0.0), (' died ', 0.0), ('<p>', 25.97), ('<code>', 11.25), ('?', 6.31), ('!', 1.4), (' .', 1.56), (' ,', 0.32)]
select
0 words 2257338 [(' i ', 0.97), (' we ', 0.82), (' you ', 0.7), (' he ', 5.25), (' she ', 2.34), (' they ', 1.82), (' was ', 9.37), (' is ', 7.73), (' said ', 0.66), (' according ', 0.29), (' born ', 0.4), (' died ', 0.37), ('<p>', 0.0), ('<code>', 0.0), ('?', 0.69), ('!', 0.54), (' .', 0.45), (' ,', 0.1)]
1 words 2493731 [(' i ', 11.13), (' we ', 4.58), (' you ', 6.66), (' he ', 5.2), (' she ', 1.7), (' they ', 4.28), (' was ', 6.74), (' is ', 11.67), (' said ', 1.14), (' according ', 0.18), (' born ', 0.07), (' died ', 0.06), ('<p>', 0.0), ('<code>', 0.0), ('?', 3.66), ('!', 1.72), (' .', 0.32), (' ,', 0.05)]
2 words 2318341 [(' i ', 1.4), (' we ', 1.76), (' you ', 0.81), (' he ', 5.43), (' she ', 1.49), (' they ', 2.54), (' was ', 7.42), (' is ', 7.77), (' said ', 3.62), (' according ', 0.5), (' born ', 0.04), (' died ', 0.14), ('<p>', 0.0), ('<code>', 0.0), ('?', 0.7), ('!', 0.37), (' .', 0.43), (' ,', 0.13)]
3 words 1760975 [(' i ', 6.07), (' we ', 1.6), (' you ', 8.86), (' he ', 0.17), (' she ', 0.07), (' they ', 0.93), (' was ', 1.39), (' is ', 11.35), (' said ', 0.1), (' according ', 0.09), (' born ', 0.01), (' died ', 0.01), ('<p>', 0.05), ('<code>', 0.0), ('?', 3.33), ('!', 2.1), (' .', 1.51), (' ,', 0.23)]

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215 522 2149698
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(2, 176814, 1858, 'Continue shopping<|endoftext|>Spirit of Alexandria<|endoftext|>单独扫扫描openstack节点 | 开源技术备忘录 开源技术备忘录 小伙伴们把做过的事情记录下来，备查 单独扫扫描openstack节点 Openstack Add comments 5月 312016 Introspecting a Single Node In addition to bulk introspection, you can also introspect nodes one by one. When doing so, you must take ')
(2, 176771, 10122, ' Secret « Home About Me About This Blog AZ K-9 Calendar Inspiration The Secret Written By: Jean Emery - July• 24•11 A few months ago, I offered a Saturday seminar for novice handlers. The number of handler/dog teams was limited to 10 and the slots filled quickly. That Saturday, I set up a novice sta')
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(2, 175598, 6739, ' Gold Launches a New Multi-Vitamin, Featuring Glutathione | Free News Distribution Friday , 19 April 2019 Free News Distribution Home Who Are We Featured News Industries Technology Lifestyle Business Post a News Become an Author Advertise with us Contact us Breaking News Recent Release 2019 : Global')
(2, 175479, 8622, 'Feedjit Live Blog Stats<|endoftext|>Interview with @PowerStoneWorld, seeking to revitalize PowerStone Home About Leagues Rules Spades Rules Backgammon Rules First Game? Articles PC News & Reviews All Articles All Reviews My Account Register Home About Leagues Rules Spades Rules Backgammon Rules Firs')
(2, 174342, 4799, ' discuss the wind park in Mirkovo | Bulgaria Gazette - News from Bulgaria Home Sofia Plovdiv Varna Burgas Ruse Veliko Tarnovo Business Lifestyle Politics Society Sports Home » Business General Electric and Petar Dimitrov discuss the wind park in Mirkovo Submitted on Wednesday, 18 February 2009No Com')
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(2, 169636, 6348, ' of the Trail | Philly Pedals About Advertise Contact News Columns Ridealong Touring Tips by Troy Mustache Trans-Sylvania Diary Interviews Cyclocross Daily Rider Opinion Community Commuting Racing Mountain Road Urban Cargo Family Touring Youth Art – Education Tips – Safety How-to Product Reviews Urb')
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(2, 168556, 9768, ': What clothing do you wear in your shop? - Woodworking Blog Woodworking Blog Helping you become a better woodworker Home About Contact Us Shop Highland Woodworking Subscribe to our Weekly Highland Woodworking Newsletter Receive articles, videos, sales and more directly to your inbox! Email Address ')

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(226, 1183, 3641, 'Renewable electricity production, from sources such as wind power and solar power, is sometimes criticized for being variable or intermittent, but is not true for concentrated solar, geothermal and biofuels, that have co')
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(5, 107254, 12114, 'ppard Mullin Elects Eleven Attorneys To Partnership Sheppard, Mullin, Richter & Hampton LLP is pleased to announce that the firm has elevated eleven of its attorneys to partner. The eleven new partners are Elizabeth S. B')
(5, 86867, 5581, ".<|endoftext|>Jane Mary Gardam OBE FRSL (born 11 July 1928) is an English writer of children's and adult fiction. She also writes reviews for The Spectator and The Telegraph, and writes for BBC radio. She lives in Kent, ")
(5, 28838, 2180, 'Austin Film Festival & Screenwriters Conference (AFF) announced today the full schedule of films and panels for the 22nd annual Festival, which will run from October 29-November 5. Of note, John Singleton and Chris Coope')
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(4, 146866, 15529, ' on Civil Rights Republican Representative (CA-42) Voted NO on prohibiting job discrimination based on sexual orientation. HR3685: Employment Non-Discrimination Act: Makes it an unlawful employment practice to discrimina')
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(4, 124210, 15530, 'Gary Miller on Civil Rights Gary Miller on Civil Rights Republican Representative (CA-42) Voted NO on prohibiting job discrimination based on sexual orientation. HR3685: Employment Non-Discrimination Act: Makes it an unl')
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(4, 113144, 3682, '<|endoftext|>Nigerian Warns Of Africa “Scramble� Obasanjo said the new scramble for Africa was for the continent’s energy resources and that it primarily pits China against the United States. China has one of the w')
(4, 102384, 20091, ' Prayer Breakfast, 1998 |Born||Jeremiah Alvesta Wright, Jr. September 22, 1941 |Known for||Former pastor (retired) of Trinity United Church of Christ| Jeremiah Alvesta Wright, Jr., (born September 22, 1941) is Pastor Eme')
(4, 73103, 1102, 'Mark Rylance accepts the Tony Award for Best Performance by an Actor in a Leading Role in a Play for “Jerusalem” during the 65th annual Tony Awards, Sunday, June 12, 2011 in New York. (Jeff Christensen / AP) Actor Mark R')
(4, 59476, 5454, ' post provides a summary of noncompete and trade secret issues and cases that have arisen in the past month or so, but that I have not already addressed in recent posts. In addition to my summary, you will find links for')
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(4, 55112, 2305, '.<|endoftext|>Study links resentment of African Americans to support for voter ID laws Democrats and Independents who resent special considerations for African Americans are more likely to support voter ID laws, accordin')
(4, 34668, 16888, ' Bali Action Plan introduced language on “measurable, reportable and verifiable” greenhouse gas (GHG) mitigation actions and commitments, as well as support for GHG mitigation actions in developing countries. However, th')
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(4, 18544, 38622, 'Monday, July 31, 2017 Department of State July 28, 2017 Representatives of the U.S. Government, private sector, and civil society will meet with nearly 1,000 young leaders from Sub-Saharan Africa during the State Departm')
(4, 16512, 2078, 'Cuttack, Feb 5 (IANS) International Cricket Council (ICC) chief executive Dave Richardson Tuesday praised the Board of Control for Cricket in India (BCCI), the Mumbai Cricket Association (MCA) and the Odisha Cricket Asso')
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(81, 165500, 6833, ' 2015 | RSS<|endoftext|>Is Mr. Gorbachev Turning Tail? - The New York Times NYTimes.com no longer supports Internet Explorer 9 or earlier. Please upgrade your browser. LEARN MORE » Sections Home Search Skip to content Sk')
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(12, 178643, 5920, '2018 © WhatsApp Inc. Privacy & Terms<|endoftext|>Southeast Asia Regional Outreach Seminar on Trade and Trafficking of Illicit Conventional Ammunition - UNRCPD - United Nations Regional Centre for Peace and Disarmament in')
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Script completed
Wall time 0.1 seconds
Output:
1183 434
82269 168
47500 1898
159990 None
142643 None
119987 None
88581 10597
39622 3418
13090 153
91439 8360

Script completed
Wall time 1.2 seconds
Output:
[11744629.290000062, 11745442.260000005, 11744053.920000037, 11745101.780000027]
SESSION_ID=40589

Script running with cell ID 114
Wall time 11.0 seconds
Output: