Pathways

Engineers are integrating large language models into real-time data pipelines, facing challenges such as state synchronization and KV cache transfer bottlenecks. Optimizations using TensorRT-LLM and a…

Google Cloud demonstrated elastic training on TPUs, where a worker failure during multi-node LLM training was recovered in under two minutes without restarting the job. Using the JAX AI stack (MaxText…