Splits different layers of the model across sequential GPUs. Extremely deep networks.
(using libraries like PyTorch or JAX). A breakdown of the hardware requirements and costs. How deep into the technical "weeds" build a large language model from scratch pdf
: Require a dedicated desktop GPU with at least 16GB–24GB of VRAM (e.g., Nvidia RTX 4090) and optimizations like 8-bit quantization. Splits different layers of the model across sequential GPUs