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Version-specific GPU checkpoint/restore constraints and an EKS graceful-drain and warm-start evidence procedure (Experimental)

An architecture that automates open-weight model onboarding through a seven-stage pipeline, from HuggingFace leaderboard scanning and benchmark reproduction to instance performance profiling, deployment guide generation for multiple targets, and global Spot capacity acquisition, with human involvement at approval gates