Engineering TTS Inference in vLLM-Omni
TTS inference is a heterogeneous pipeline combining latency-bound and throughput-bound stages, making traditional LLM optimization strategies ineffective and requiring architecture-aware scheduling.
vLLM Blog · Jun 23, 2026