Google Cloud adds native TPU support to vLLM for embedding inference

Google Cloud integrated native TPU support into vLLM, enabling elastic scaling of embedding pipelines via GKE. The engineering team implemented optimizations for 15K+ token contexts, supporting models like Qwen3-Embedding-8B.