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GPU TASK Valid result

Code Reranker Fine-tuning

MiMo-V2.6-Flash · Codex (v0.164.0) · reasoning effort high

Task score (%)25.0
Input Tokens15,602,013including 12,112,320 cached
Output Tokens126,135
Agent time1h 17min
Cost$0.56
Recorded steps173

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
2026-10-24T10:32:06.504182Z
Coding finished
2026-10-24T11:49:43.386389Z
Input (includes cache)
15,602,013
Cached input (subset)
12,112,320
Cache writes (subset)
0
Output
126,135
Reasoning (reported separately; not added)
16,466
Recorded responses
170

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": "high",
  "model": "xiaomi/mimo-v2.6-flash",
  "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

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

Trial ID
code-reranker-finetuning-mimo-v2.6-flash-high-4f6a3a5c7b0f
Source trajectory SHA-256
34d213e1320ed645108b28784e2786d18a3f4ce4b8b12ca267c2baaea26c41c5
Final reward SHA-256
2822aa72d6209d96bd8b18c7e0b1787adb843a4bbed2fad82be32c474130586d