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CS336: 처음부터 만드는 언어 모델링

Why it matters

Stanford's CS336 teaches hands-on language model development from scratch, requiring students to implement Transformer architectures, optimize for GPU computing, and scale training across distributed systems. This course is critical because it bridges the gap between theoretical ML knowledge and production-grade system engineering—skills increasingly essential as LLM roles demand both deep learning expertise and practical performance optimization.

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Language ModelingTransformerPyTorchGPU OptimizationDistributed TrainingReinforcement Learning

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