NVIDIA Grove: Kubernetes API for ML inference workloads

📣 Announcing NVIDIA Grove: the #Kubernetes API for modern #ML inference workloads, now part of NVIDIA Dynamo. Here’s what Grove brings to your AI infrastructure: ✅ Orchestrate complex inference systems: prefill, decode, routing – using a single, declarative resource ✅ Coordinate startup ordering, gang scheduling, topology-aware placement, and multilevel autoscaling of your whole serving system in GPU clusters ✅ Unlock efficient scaling, lifecycle management, and role-based orchestration – from simple serving stacks to multi-node disaggregated serving systems or agentic pipelines with multiple models Grove is #opensource and built for robust, flexible deployments. Learn more now. ➡️ https://bit.ly/3Ly88bt

📣 Announcing NVIDIA Grove: the #Kubernetes API for modern #ML inference workloads, now part of NVIDIA Dynamo. Here’s what Grove brings to your AI infrastructure: ✅ Orchestrate complex inference systems: prefill, decode, routing – using a single, declarative resource ✅ Coordinate startup ordering, gang scheduling, topology-aware placement, and multilevel autoscaling of your whole serving system in GPU clusters ✅ Unlock efficient scaling, lifecycle management, and role-based orchestration – from simple serving stacks to multi-node disaggregated serving systems or agentic pipelines with multiple models Grove is #opensource and built for robust, flexible deployments. Learn more now. ➡️ https://bit.ly/4hTDe9H

📣 Announcing NVIDIA Grove: the #Kubernetes API for modern #ML inference workloads, now part of NVIDIA Dynamo. Here’s what Grove brings to your AI infrastructure: ✅ Orchestrate complex inference systems: prefill, decode, routing – using a single, declarative resource ✅ Coordinate startup ordering, gang scheduling, topology-aware placement, and multilevel autoscaling of your whole serving system in GPU clusters ✅ Unlock efficient scaling, lifecycle management, and role-based orchestration – from simple serving stacks to multi-node disaggregated serving systems or agentic pipelines with multiple models Grove is #opensource and built for robust, flexible deployments. Learn more now. ➡️ https://bit.ly/4qRXMDz

📣 Announcing NVIDIA Grove: the #Kubernetes API for modern #ML inference workloads, now part of NVIDIA Dynamo. Here’s what Grove brings to your AI infrastructure: ✅ Orchestrate complex inference systems: prefill, decode, routing – using a single, declarative resource ✅ Coordinate startup ordering, gang scheduling, topology-aware placement, and multilevel autoscaling of your whole serving system in GPU clusters ✅ Unlock efficient scaling, lifecycle management, and role-based orchestration – from simple serving stacks to multi-node disaggregated serving systems or agentic pipelines with multiple models Grove is #opensource and built for robust, flexible deployments. Learn more now. ➡️ https://bit.ly/4oAFq8B

📣 Announcing NVIDIA Grove: the #Kubernetes API for modern #ML inference workloads, now part of NVIDIA Dynamo. Here’s what Grove brings to your AI infrastructure: ✅ Orchestrate complex inference systems: prefill, decode, routing – using a single, declarative resource ✅ Coordinate startup ordering, gang scheduling, topology-aware placement, and multilevel autoscaling of your whole serving system in GPU clusters ✅ Unlock efficient scaling, lifecycle management, and role-based orchestration – from simple serving stacks to multi-node disaggregated serving systems or agentic pipelines with multiple models Grove is #opensource and built for robust, flexible deployments. Learn more now. ➡️ https://bit.ly/47RsvYC

📣 Announcing NVIDIA Grove: the #Kubernetes API for modern #ML inference workloads, now part of NVIDIA Dynamo. Here’s what Grove brings to your AI infrastructure: ✅ Orchestrate complex inference systems: prefill, decode, routing – using a single, declarative resource ✅ Coordinate startup ordering, gang scheduling, topology-aware placement, and multilevel autoscaling of your whole serving system in GPU clusters ✅ Unlock efficient scaling, lifecycle management, and role-based orchestration – from simple serving stacks to multi-node disaggregated serving systems or agentic pipelines with multiple models Grove is #opensource and built for robust, flexible deployments. Learn more now. ➡️ https://bit.ly/4hSmU93

📣 Announcing NVIDIA Grove: the #Kubernetes API for modern #ML inference workloads, now part of NVIDIA Dynamo. Here’s what Grove brings to your AI infrastructure: ✅ Orchestrate complex inference systems: prefill, decode, routing – using a single, declarative resource ✅ Coordinate startup ordering, gang scheduling, topology-aware placement, and multilevel autoscaling of your whole serving system in GPU clusters ✅ Unlock efficient scaling, lifecycle management, and role-based orchestration – from simple serving stacks to multi-node disaggregated serving systems or agentic pipelines with multiple models Grove is #opensource and built for robust, flexible deployments. Learn more now. ➡️ https://bit.ly/3LtVp9T

📣 Announcing NVIDIA Grove: the #Kubernetes API for modern #ML inference workloads, now part of NVIDIA Dynamo. Here’s what Grove brings to your AI infrastructure: ✅ Orchestrate complex inference systems: prefill, decode, routing – using a single, declarative resource ✅ Coordinate startup ordering, gang scheduling, topology-aware placement, and multilevel autoscaling of your whole serving system in GPU clusters ✅ Unlock efficient scaling, lifecycle management, and role-based orchestration – from simple serving stacks to multi-node disaggregated serving systems or agentic pipelines with multiple models Grove is #opensource and built for robust, flexible deployments. Learn more now. ➡️ https://bit.ly/4nTtNbJ

📣 Announcing NVIDIA Grove: the #Kubernetes API for modern #ML inference workloads, now part of NVIDIA Dynamo. Here’s what Grove brings to your AI infrastructure: ✅ Orchestrate complex inference systems: prefill, decode, routing – using a single, declarative resource ✅ Coordinate startup ordering, gang scheduling, topology-aware placement, and multilevel autoscaling of your whole serving system in GPU clusters ✅ Unlock efficient scaling, lifecycle management, and role-based orchestration – from simple serving stacks to multi-node disaggregated serving systems or agentic pipelines with multiple models Grove is #opensource and built for robust, flexible deployments. Learn more now. ➡️ https://bit.ly/4nSwiLo

📣 Announcing NVIDIA Grove: the #Kubernetes API for modern #ML inference workloads, now part of NVIDIA Dynamo. Here’s what Grove brings to your AI infrastructure: ✅ Orchestrate complex inference systems: prefill, decode, routing – using a single, declarative resource ✅ Coordinate startup ordering, gang scheduling, topology-aware placement, and multilevel autoscaling of your whole serving system in GPU clusters ✅ Unlock efficient scaling, lifecycle management, and role-based orchestration – from simple serving stacks to multi-node disaggregated serving systems or agentic pipelines with multiple models Grove is #opensource and built for robust, flexible deployments. Learn more now. ➡️ https://nvda.ws/3LvLf8C