Install & Scale NVIDIA NeMo on Bare Metal
Training 70B+ parameter models demands unthrottled GPU access and rock-solid parallelism.
Our SRE blueprint covers:
🐳 Setup: Docker CE & NVIDIA Container Toolkit
💾 Storage: NVMe RAID bind-mounts for 100GB+ checkpoints
🔀 Scale: Megatron-Core 3D Parallelism (TP, PP, DP & FSDP)
🛡️ OOM Fixes: Context Parallelism & RLHF memory tuning
🔗 https://www.servermo.com/howto/install-nvidia-nemo-bare-metal/