[OPIK-1603] [SDK] Opik Optimizer support validation datset split / holdout test #3901
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vincentkoc
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Details
Changes to support validation dataset from a % split like 80:20 or providing a validation dataset independent from the main dataset. Will be used to validate runs at key intervals and the end. If scores are similar at the end the validation set wins. Some optimizers are prone to data-leakage like the fewshot optimizer which this resolves.
Change checklist
Issues
Testing
TBD
Documentation
TBD