feat(k8s): add multimodal Dynamo RL validation - #1
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Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
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Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
Signed-off-by: furionw <qiwa@nvidia.com>
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Signed-off-by: furionw <qiwa@nvidia.com>
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Based on PrimeIntellect-ai/prime-rl#2965.
Why
Prime's native Dynamo backend needs repeatable ARM Kubernetes validation for multimodal rollouts, cross-node trainer handoff, and weight synchronization. Manual runs can reuse stale PVC batches or lose selected GPUs before deployment. This workflow isolates every stage's outputs and deploys the real GPU-requesting pods immediately after just-in-time node selection.
What Change
qwen3-vlandqwen3.5renderers so image inputs become vision tokens and training tensors.Test Plan
./run.sh smoke: 16 three-turn image rollouts, 0% errors/truncation; trainer step completed at 256 tokens/s and 18.1 GiB peak memory; orchestrator/trainer exited 0../run.sh qwen35: 16 three-turn image rollouts, 0% errors and 6.2% truncation; trainer step completed at 222 tokens/s and 20.2 GiB peak memory; orchestrator/trainer exited 0.Both one-step gates had reward 0 and 0/16 trainable samples; they validate the multimodal RL execution path, not model quality or learning convergence.