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Niels Rogge added Lilian Weng's blog on scaling laws as a recommended read on Papers with Code, linking to the original paper and citations.
Lilian Weng's blog post provides a comprehensive overview of scaling laws in deep learning, covering their derivation, compute-optimal allocation, and the debate between Kaplan et al. and Chinchilla.
A user credits Lilian Weng's blog on beta-VAE for their entire ML career, while another praises her technical blog Lil'Log as highly influential in AI engineering.
Introducing AI figure Lilian Weng, a Peking University graduate with a PhD from Indiana University. Her technical blog Lil'Log has a massive influence in the AI engineering community and is hailed as one of the bibles for AI engineers.