DeepSeek

Book

The original DeepSeek paper is discussed for its serious scaling analysis and its approach to fitting scaling laws for optimal batch size and learning rate.

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Videos Mentioning DeepSeek

Stanford CS336 Language Modeling from Scratch | Spring 2026 | Lecture 11: Scaling Laws

Stanford CS336 Language Modeling from Scratch | Spring 2026 | Lecture 11: Scaling Laws

Stanford Online

The original DeepSeek paper is discussed for its serious scaling analysis and its approach to fitting scaling laws for optimal batch size and learning rate.