nano-gpt-data-curation

gpt-5.6-sol

nano-gpt-data-curation — graded by the task's verifier against a measured baseline.

backend: modal
variant: codex azure_ai/gpt-5.6-sol
metric: held-out multi-domain perplexity
actions: 273
duration: 60m
recorded: 2026-08-04

run iddclm-nano-curation__zzFhaz8

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

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codexgpt-5.6-sol285 turns12 narration273 reasoning273 action273 observation1 final

#26

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#27

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#28

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#29

narration

The scorer is now processing all 182,016 documents and computing exact GPT-2 lengths for balanced packing. Once it finishes, I’ll inspect the highest-ranked material in each inferred domain before spending GPU time on the first candidate.

#30

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#31

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#32

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#33

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#34

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#35

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#36

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#37

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#38

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#39

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#40

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#41

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#42

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#43

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#44

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#45

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#46

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#47

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.exec_command({cmd:\"ps -o pid,etime,pcpu,pmem,rss,cmd -C python && 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:
  PID     ELAPSED %CPU %MEM   RSS CMD
  751       03:33 95.2  0.6 6810732 python submission/curate.py --diagnostics /tmp/diag.json
4959

#48

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#49

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output:

#50

reasoning (redacted)

encrypted chain-of-thought — recorded, not exposed

toolexec

args

{
  "input": "const r = await tools.write_stdin({session_id:47903,chars:\"\",yield_time_ms:1000,max_output_tokens:3000});\ntext(r.output);"
}

exec result

Script completed
Wall time 5.0 seconds
Output: