Reproducibility and Provenance

Record hashes, manifests, environment versions, dataset versions and rollback artifacts for every run and deployment so results can be traced and reversed.

Core Idea

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Key Principles

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Examples

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Connections

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Source

Extracted from How To Fine-Tune a Small LLM on Your Own Data (Full Guide)