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GPU TASK Valid result

Quantity-aware Retrieval

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

Task description ↗Task at evaluation revision ↗← Previous taskNext task →
Task score (%)0.0
Input Tokens1,943,459including 1,843,712 cached
Output Tokens68,324
Agent time12min
Cost$0.06
Recorded steps35

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
2026-10-25T14:47:23.028706Z
Coding finished
2026-10-25T14:59:47.838374Z
Input (includes cache)
1,943,459
Cached input (subset)
1,843,712
Cache writes (subset)
0
Output
68,324
Reasoning (reported separately; not added)
39,846
Recorded responses
33

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": null,
  "coding_commit": null,
  "effort": "max",
  "model": "deepseek/deepseek-v4.1-flash-1017",
  "provider": "OpenRouter",
  "resources": null,
  "run_mode": "saved_outputs_production_rescore",
  "task_commit": "1d73c6f9c4a90ba922b7572d9395a6f40661bbb2",
  "verifier_commit": "1d73c6f9c4a90ba922b7572d9395a6f40661bbb2",
  "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
quantity-aware-retrieval-deepseek-v4.1-flash-1017-max-a15c0fbd51cf
Source trajectory SHA-256
abe4ad4dd294520c31ee53c4df9b4bb95b84b292a4ff8dfa2449e45be4ae3065
Final reward SHA-256
f66fa05485f7ec607f0185efa8023b6263e0ac2539920a47f11004be20156457