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MLOps-Bench: Benchmarking AI Agents on Production ML Engineering in Real Repositories

Tran, Quoc Co et al.
arXiv (All) · Papers
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software-engineering
AI agents are increasingly expected to modify and maintain machine-learning systems in production, yet existing benchmarks primarily evaluate either competition-style ML experimentation or generic repository issue resolution. We introduce MLOps-Bench, a repository-grounded benchmark for production M
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