From the Stanford LLM recipe breakdown

Get the LLM Builder's Playbook

The complete one-page operator map from Yann Dubois' Stanford CS229 lecture: the five pillars of LLM development, the seven-step data pipeline, tokenizer tradeoffs, the $75M training-cost breakdown, the alignment stack from SFT to RLHF to DPO, and the evaluation traps that make or break real models.

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