Inference Compute Optimal Training

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Swyx: Inference compute optimality creates different scaling laws than Chinchilla
“Chinchilla paper is compute optimal training, but what is not stated in there is it's pre-trained compute optimal training. And once you start caring about inference, compute optimal training, you have a different scaling law and in a way that we did not know …”
Shawn Wang Jan 1, 2025 ▶ 8:32 2024 Year in Review: The Big Scaling Debate, the Four Wars of AI, Top Themes and the Rise of Agents

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