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GORGO: Online Tuning for Cross-Region Network-Aware LLM Serving

Hugging Face Daily Papers · 2026-06-30 Cached

GORGO introduces a proxy architecture for LLM inference that jointly optimizes network latency, prefill cost, and queueing delay using evolutionary strategy tuning on a new synthetic dataset, improving p95 TTFT by 6.9-15.5% and end-to-end latency by 14.3-30.9%.

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