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GPU TASK Valid result

Legal Stance Retrieval

DeepSeek V4.1 Flash 1017 · Codex (v0.164.0) · reasoning effort max

Task description ↗Task at evaluation revision ↗← Previous taskNext task →
Task score (%)30.2
Input Tokens72,955,224including 72,687,744 cached
Output Tokens239,275
Agent time4h 31min
Cost$0.40
Recorded steps397

Cost is estimated from recorded agent tokens at official API rates in USD (2026-11-01; DeepSeek off-peak pricing).

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Coding time & token usage
Original agent completion
normal
Coding started
2026-10-24T09:32:23.850573Z
Coding finished
2026-10-24T14:03:39.854384Z
Input (includes cache)
72,955,224
Cached input (subset)
72,687,744
Cache writes (subset)
0
Output
239,275
Reasoning (reported separately; not added)
84,864
Recorded responses
394

Input includes cached input; output is counted once. Auxiliary reasoning counts are shown as recorded. Regrading does not repeat coding usage.

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Configuration

Evaluation settings summary
{
  "agent": "Codex",
  "agent_timeout_sec": 21600.0,
  "coding_commit": null,
  "effort": "max",
  "model": "deepseek/deepseek-v4.1-flash-1017",
  "provider": "OpenRouter",
  "resources": {
    "cpus": 16,
    "gpus": 1,
    "memory_mb": 32768,
    "storage_mb": 102400
  },
  "run_mode": "official_harbor_full",
  "task_commit": "bb34e915be5c2b2948146c2d7862cb58652d6300",
  "verifier_commit": "a1ede723abe0add54045301f49a187e11339c134",
  "version": "0.164.0"
}

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Resolved configuration

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Trial log

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Exceptions

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Trajectory downloads & provenance
Exported ATIF trajectory (.json.gz) ↓Final evaluation (.json) ↓

Public text redacts private values and normalizes host paths. Source hashes identify the original records.

Trial ID
legal-stance-retrieval-deepseek-v4.1-flash-1017-max-bce03fb2b3c5
Source trajectory SHA-256
571b1d6dd5a1ee1832f2a84578d0ecf6325dd2e87f3b2da6a2aa3d48251e7964
Final reward SHA-256
84ee66caebceff1b6df9d444bab12b35ab3f30570ede58cda077922da921defa