Multiple Choice Flashcards on 01 IBM Certified watsonx Generative AI Engineer...

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Flashcard Practice IBM Certified watsonx Generative AI Engineer - Associate / C1000-185 Multiple Choice

Two builds use the same source snapshot, transform commit, and split assignments, but random paraphrase augmentation produces different training files. Which additional controls best support exact reproduction?

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Reuse the same build name and assume the source snapshot fixes every random operation Record augmentation and shuffle seeds, runtime dependencies, deterministic settings, and materialized output hashes Store only a final output hash, which detects change but cannot recreate the prior build Record the split seed but leave augmentation randomness and library versions unspecified

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