Leveraging CPU Memory Speeds TPU LLM Training

JAX users can leverage host offloading to use Intel Xeon processors CPU memory to train larger LLMs on TPU hardware, improving speed and cost-efficiency. The approach shifts memory pressure off-device so TPUs focus on computation, enabling scaling toward models with hundreds of billions of parameters.