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Serve models at high throughput for RL rollout collection (not just user-facing latency)
Serve models at high throughput for RL rollout collection (not just user-facing latency)
RL needs millions of rollouts; serving perf is different from production
RL Training Infrastructure > Serving & Inference for RL
--- name: "High Throughput Rollout Serving" version: "1.0.0" description: "Serve models at high throughput for RL rollout collection (not just user-facing latency)" tags: - rl-skills-universe - "rl-training-infrastructure" - "serving-inference-for-rl" trigger: "high-throughput-rollout-serving" --- # High Throughput Rollout Serving Serve models at high throughput for RL rollout collection (not just user-facing latency) ## Why It Matters RL needs millions of rollouts; serving perf is different from production ## Domain **RL Training Infrastructure** > Serving & Inference for RL