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Khmer-to-English Embedding Training

GPT-6 Luna · Codex (v0.164.0) · reasoning effort max

Task description ↗Task at evaluation revision ↗← Previous taskNext task →
Task score (%)14.6
Input Tokens9,512,541including 9,343,679 cached
Output Tokens119,096
Agent time1h 20min
Cost$0.17
Recorded steps94

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
2026-10-24T14:23:14.319058Z
Coding finished
2026-10-24T15:43:37.690795Z
Input (includes cache)
9,512,541
Cached input (subset)
9,343,679
Cache writes (subset)
168,589
Output
119,096
Reasoning (reported separately; not added)
91,322
Recorded responses
91

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": "openai/gpt-6-luna",
  "provider": "OpenRouter",
  "resources": {
    "cpus": 8,
    "gpus": 1,
    "memory_mb": 32768,
    "storage_mb": 102400
  },
  "run_mode": "official_harbor_full",
  "task_commit": "bb34e915be5c2b2948146c2d7862cb58652d6300",
  "verifier_commit": "bc2ef55cf5bc4e5133c32816a7874368192a2f1e",
  "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
khmer-embedding-training-gpt-6-luna-max-f73f60ede3ae
Source trajectory SHA-256
87852e98cd6896228012d86b41328ba8dfcf65dcd1c6d395213d4a54c97413ee
Final reward SHA-256
de4f097240ea12fae8938148e3a9456cf8710d250b9e8ebe3923b895de79a472