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Compute Returns: 10x Compute Yields 10-30% Model Improvement

No one ever thought you would get 10x return for 10x compute. You get 10-30% returns for 10x compute. But if that improvement is enough to increase model ability in an economically meaningful way, it can be worth the cost.

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