Multi-GPU Server Hosting: PCIe, NVLink and Scaling Costs Explained
Choosing the right multi-GPU server hosting solution involves more than counting graphics cards. A server with four or eight GPUs may offer substantial compute capacity, but actual performance depends on GPU memory, PCIe connectivity, NVLink…
LLM Hosting Requirements: GPU VRAM, Quantization and Server Sizing Guide
Understanding LLM hosting requirements is essential before deploying a large language model on a GPU server, cloud instance, or private infrastructure. Choosing too little GPU memory can prevent a model from loading, while renting unnecessarily…
