Current best practices for training LLMs from scratch

Download the PDF On this page Introduction The scaling laws Hardware Dataset collection Dataset pre-processing Pre-training steps Model evaluation Bias and toxicity Instruction tuning RLHF Conclusion References Appendix Introduction Although we’re only a few years removed from the transformer breakthrough, LLMs have already grown massively in performance, cost, and promise. At W&B, we’ve been fortunate […]