Reproducible Research Code: Best Practices for Researchers
Reproducible research code, step by step: lockfiles, containers, seeds, data versioning, experiment tracking, testing and releasing code with your paper.
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A step-by-step workflow for benchmarking LLMs in research: tasks, metrics, contamination, prompts, seeds, eval harnesses, confidence intervals and cost control.
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