Every dataset in this repo was built and validated the same way, before
being trusted here: a deterministic verifier (no LLM-as-judge) checks
every training row before it's allowed in, and every capability was
tested in isolation (its own held-out eval, base vs fine-tuned) before
being banked as a candidate for production training. Full narrative
and every bug found along the way is in REPORT.md.
Structure… See the full description on the dataset page: https://huggingface.co/datasets/BonKima/implaced-qwen-engineer-artifacts.
