For optimal results in the fine-tuning environment, referencing best practices from sources like Dell PowerSwitch, Dell PowerEdge, Broadcom NICs, and NVIDIA GPU documentation is recommended. ROCEv2, RDMA, leaf-spine architecture, NVIDIA's GPUDirect, and other tools should be tailored to obtain the best efficiencies from the GPUs and fabrics.