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Connect
Protocols.
Integrating Argus directly into distributed training clusters. Deterministic hooks for architectural governance.
PLARV Argus initializes directly into your existing node pools via high-performance hooks for PyTorch and distributed orchestration layers.
PyTorch / Lightning
Native hooks for distributed training and gradient governance at the optimizer level.
RunPod / Lambda Labs
On-demand compute optimization for large-scale GPU clusters and ephemeral workloads.
AWS SageMaker
Enterprise-grade governance for managed training instances and state-run compute pools.
NVIDIA NCCL
Low-latency communication hooks for multi-node training and cross-cluster telemetry.