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ai-agent-book 精选快照(<2MB 代码与文档,来自 github.com/bojieli/ai-agent-book)
2026-08-20 13:12:50 +00:00

1.5 KiB

Experiment 8-5 retained-training-report audit

Result

Status: passed. The historical RTX 4090 report contains all five prompts across the baseline, continued-pretrained, and instruction-tuned stages. An independent stage-blind ARK judge scored the exact 15 retained outputs.

Stage Korean mean (0-5) English mean (0-5)
baseline 1.6667 5.0000
pretrained 1.3333 3.1667
finetuned 3.4444 4.1667

Observed Korean gain, final minus baseline: +1.7777. Observed English drop, baseline minus final: +0.8333 (declared tolerance: 1.0). The final English score is within the declared tolerance.

Material negative result

The final model's Korean is more fluent, but the kimchi answer remains factually unsafe. The blind judge identified: 채소를 삶는다는 잘못된 설명 (전통 김치는 채소를 소금에 절이는 과정을 거침); 간장 소스로 설명하는 잘못 (김치 양념은 간장이 아닌 고추가루, 젓갈 등으로 만듦)

Provenance boundary

The raw terminal report records the historical GPU/software identity and generated text, but not adapter hashes, the exact resolved upstream commits, or the sampling seed. The immutable Hugging Face revisions in reproduction_contract.json were selected on 2026-07-31 for future reproduction and are not represented as the historical revisions.

Checkpoints are intentionally local and are not an acceptance artifact. The accepted book artifact is this reproducible, evidence-backed training report.