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Add README for knn_retrieval checkpoint repo
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# EngiOpt knn_retrieval
This repository stores EngiOpt checkpoint packages for one model family.
Each checkpoint package contains model weight files together with `run_config.json` and `metadata.json` so evaluation can run without depending on W&B run config state.