GPU TASK Valid result

Code Reranker Fine-tuning

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 Tokens3,470,080including 3,200,384 cached

Output Tokens64,228

Agent time38min

Cost$0.09

Recorded steps79

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: 2026-10-24T10:32:05.630264Z
Coding finished: 2026-10-24T11:11:00.177852Z
Input (includes cache): 3,470,080
Cached input (subset): 3,200,384
Cache writes (subset): 0
Output: 64,228
Reasoning (reported separately; not added): 48,911
Recorded responses: 77

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": 8,
    "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: code-reranker-finetuning-deepseek-v4.1-flash-1017-max-6f67dc848c7a
Source trajectory SHA-256: c0a3b9fe6a5489b03bab5b2b5b9e108709c0c1e4a4c73cb5873ba5aa2b42249a
Final reward SHA-256: 1d8511dcb533d7d0ea095ab1fed80023c526956199da238a47b3bcde6e6df655