GPU TASK Valid result

Lightweight Query Retrieval

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

Task description ↗Task at evaluation revision ↗← Previous task Next task →

Task score (%)0.0

Input Tokens265,369,029including 262,744,802 cached

Output Tokens404,644

Agent time4h 19min

Cost$1.42

Recorded steps1,101

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: 2026-10-24T09:32:28.863823Z
Coding finished: 2026-10-24T13:52:02.759621Z
Input (includes cache): 265,369,029
Cached input (subset): 262,744,802
Cache writes (subset): 0
Output: 404,644
Reasoning (reported separately; not added): 205,687
Recorded responses: 1,098

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": "a9fa0cc755dbd0929005e0fb30ff454c19d2798f",
  "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_regrade",
  "task_commit": "f0ec98bfa5c0d8037ed0b3c8b50d2f4d84dcaa63",
  "verifier_commit": "82a1fae886305182b8f01c9bbb16e1e654aee726",
  "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: lightweight-query-retrieval-deepseek-v4.1-flash-1017-max-6b88003b868d
Source trajectory SHA-256: 8fbe999f18206cfa04b3fe440a24670579a106cd38f4cbaac0ce070548805c44
Final reward SHA-256: b968c26c370deb6b29fd210d9bb4206f1d14d34014734d2e39c29cc440dd5501