Stanford CME 295 syllabus: Transformers, MoEs, scaling laws to KV caching
afshinea · x · 2026-09-29
The CME 295 syllabus spans three areas: Transformer foundations (tokenization, embeddings, attention, architecture), LLMs (pretraining, MoEs, decoding, scaling laws), and systems (distributed training, KV caching, speculative decoding), covering principles through engineering practice.
Related event: Stanford's CME 295 Returns: New LLM Course Hits YouTube(3 posts)→
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