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LLMOps & ProductionVery Hard· Prompt Engineering· Model Migration· Evaluation
Your team spent two weeks tuning the context template f...
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See plansIt is important to distinguish between the artifact and the asset when migrating between models. The tuned template string is essentially a fitted parameter of the original model; when you change the underlying model, that parameter is likely no longer optimal. The actual intellectual property and value created during the two-week tuning process reside in the grammar, the search harness, and the held-out evaluation split. These components should be preserved and used to re-tune or validate the template for the new frontier model.