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Compute Optimal Fine-Tuning Experiments: Peer-Reviewed Guides

Any guide/ resources for designing compute optimal experiments? Modality doesn't matter, essentially looking for a peer-reviewed way of running compute optimal, knockout style fine-tuning experiments.

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