NeMo RL ではじめる強化学習 - Math 編
…16 max_rollout_turns: 1 # for multi-turn rollouts. Math Environments just have 1 turn (answering the question) max_num_epochs: 1 max_num_steps: 10000 normalize_rewards: true use_leave_one…
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Deploying Disaggregated LLM Inference Workloads on Kubernetes | NVIDIA Technical Blog
… Rolling out a new model version means coordinating updates across three independent resources—LWS’s partition update mechanism supports staged rollouts per-resource, but synchronizing across resources is managed externally. …
How to Evaluate General-Purpose Robot Policies for Real-World Deployment | NVIDIA Technical Blog
… With 1,030 rollouts, this error tightens to a ±2 percentage-point band 88.0% to 91.8% success rate . Most published benchmarks do not run a sufficient number of rollouts to achieve statistical significance when comparing the performance of two policies. …
NVIDIA NeMo RL ではじめる強化学習 - Gym 編
… And it must be for training - resources servers/math with judge/configs/math with judge.yaml - resources servers/code gen/configs/code gen.yaml - resources servers/workplace assistant/configs/workplace assistant.yaml - resources servers/mcqa/configs/mcqa.yaml - resources servers/instruction followi… …