Ultrafast Qwen3-TTS: 34ms TTFA & 10 RPS on H100

Forsaken_Goal3692 · reddit · 2026-08-22

Nari Labs open-sourced a high-speed implementation of Qwen3-TTS 1.7B, addressing slow response times in local models. On a single H100, it achieves 10 RPS with a sub-50ms p95 Time-to-First-Audio (TTFA), scaling to 20 RPS at sub-100ms p95 TTFA. A 4090 can achieve 50ms p95 TTFA with tuning. Benchmarks show significant speedups over vLLM-Omni and SGLang-Omni.

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