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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.