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#Rollout-as-a-Service

NVIDIA ProRL Agent architecture diagram showing decoupled rollout service and RL trainer
AI Hardware

NVIDIA's ProRL Agent Cracks the RL Bottleneck for LLM Coders

Everyone figured scaling RL for chatty LLM agents meant more GPUs and crossed fingers. NVIDIA's ProRL flips that: it outsources rollouts to a service, freeing trainers to crunch data uninterrupted.

3 min read 4 days, 11 hours ago
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