Experience and Lessons Learned from Serving Multi-Stage Qwen3-Omni in vLLM-Omni

How vLLM-Omni serves and optimizes Qwen3-Omni with staged Thinker-Talker-Code2Wav execution, batching, CUDA Graphs, async chunk, async output, replicas, hot-path cleanup, and perf validation.