Reproducing NVIDIA MLPerf v5.0 Training Scores for LLM Benchmarks: A Step-by-Step Guide

NVIDIA MLPerf v5.0 Training Scores for LLM Benchmarks: Reproduce scores for Llama 2 70B LoRA fine-tuning and Llama 405B pretraining using NVIDIA platform. Requires Docker, Hugging Face access token, 2.5 TB disk space for Llama 3.1 and 300 GB for LoRA fine-tuning. Hardware requirements include NVIDIA DGX B200 or GB200 NVL72 system for Llama 2 70B LoRA and at least four GB200 NVL72 systems connected with InfiniBand for Llama 3.1 405B.