# CoreWeave Docs > Learn how to deploy, manage, and observe your AI training and inference workloads on CoreWeave. ## Docs - [Assistant](https://docs.coreweave.com/.mintlify/Assistant.md) - [Billing](https://docs.coreweave.com/billing.md): Learn how to manage your billing and invoices in the Cloud Console - [Billing insights](https://docs.coreweave.com/billing/billing-insights.md): View billable usage, measured usage, and exclusions by resource type in the Cloud Console - [View invoices](https://docs.coreweave.com/billing/invoices.md): Learn how to view your invoices in the Cloud Console - [Changelog](https://docs.coreweave.com/changelog.md): Track all customer-facing CoreWeave product changes, updates, and new feature announcements - [October 1, 2025 - CoreWeave AI Object Storage Automated Archive](https://docs.coreweave.com/changelog/release-notes/ai-object-storage-automated-archive.md): Automated Archive feature for inactive AI Object Storage objects, later replaced by usage-based billing - [March 23, 2026 - CoreWeave AI Object Storage conditional writes](https://docs.coreweave.com/changelog/release-notes/ai-object-storage-conditional-writes.md): CoreWeave AI Object Storage now supports conditional writes for PutObject, CompleteMultipartUpload, and CopyObject - [March 31, 2025 - CoreWeave AI Object Storage GA](https://docs.coreweave.com/changelog/release-notes/ai-object-storage-ga.md): CoreWeave AI Object Storage reaches General Availability with S3-compatible API access and LOTA integration - [April 7, 2026 - LOTA now runs on CPU Nodes](https://docs.coreweave.com/changelog/release-notes/ai-object-storage-lota-cpu-nodes.md): LOTA is now available on CPU Nodes, including CPU-only CKS clusters - [March 16, 2026 - CoreWeave AI Object Storage pre-stage cache](https://docs.coreweave.com/changelog/release-notes/ai-object-storage-prestage-cache.md): CoreWeave AI Object Storage now supports proactive LOTA cache warming with a single HeadObject call - [January 30, 2026 - CoreWeave AI Object Storage RenameObject API](https://docs.coreweave.com/changelog/release-notes/ai-object-storage-rename-object.md): CoreWeave AI Object Storage now supports atomic object renaming with the RenameObject API - [August 4, 2025 - CoreWeave AI Object Storage SSE-C support](https://docs.coreweave.com/changelog/release-notes/ai-object-storage-sse-c.md): CoreWeave AI Object Storage now supports server-side encryption with customer keys (SSE-C) - [October 31, 2025 - CoreWeave AI Object Storage Usage-Based Billing](https://docs.coreweave.com/changelog/release-notes/ai-object-storage-usage-based-billing.md): Three-tier usage-based billing model for AI Object Storage with Hot, Warm, and Cold storage tiers - [November 20, 2025 - Automated User Provisioning (AUP)](https://docs.coreweave.com/changelog/release-notes/automated-user-provisioning.md): Real-time identity synchronization from your IdP to CoreWeave IAM - [May 29, 2025 - NVIDIA B200 instances available](https://docs.coreweave.com/changelog/release-notes/b200-instances.md): NVIDIA B200 instances are now available on CoreWeave, providing the latest in AI compute performance - [April 20, 2026 - Billing insights](https://docs.coreweave.com/changelog/release-notes/billing-insights.md): A new Billing insights page in the Cloud Console shows billable usage, measured usage, and exclusions by resource type. - [June 3, 2025 - Introducing Cabinet Wrangler](https://docs.coreweave.com/changelog/release-notes/cabinet-wrangler.md): Cabinet Wrangler is now available in CoreWeave Observe™ - [April 27, 2026 - Cabinet Wrangler and Cabinet Visualizer updated to show rack name](https://docs.coreweave.com/changelog/release-notes/cabinet-wrangler-rack-name.md): Cabinet Wrangler and Cabinet Visualizer now display rack name as the primary label instead of NVLink domain - [February 21, 2025 - CKS API and Terraform provider](https://docs.coreweave.com/changelog/release-notes/cks-api-terraform.md): CKS API and Terraform provider now available for programmatic resource management - [April 21, 2026 - cert-manager chart now uses DNS01 challenges](https://docs.coreweave.com/changelog/release-notes/cks-cert-manager-dns01.md): cert-manager chart v1.18.0 switches Let's Encrypt ClusterIssuers to DNS01, removing the ingress controller requirement. - [July 9, 2025 - CKS encryption at rest](https://docs.coreweave.com/changelog/release-notes/cks-encryption-at-rest.md): CKS now supports encryption at rest for enhanced data security and compliance - [November 6, 2025 - IMEX with Dynamic Resource Allocation](https://docs.coreweave.com/changelog/release-notes/cks-imex-dra.md): Limited availability: IMEX with Dynamic Resource Allocation (DRA) - [July 31, 2025 - CKS Kubernetes upgrade support](https://docs.coreweave.com/changelog/release-notes/cks-kubernetes-upgrade.md): CKS now supports Kubernetes upgrades with updated control group defaults - [August 26, 2025 - CKS Kubernetes v1.33 available](https://docs.coreweave.com/changelog/release-notes/cks-kubernetes-v1-33.md): CKS adds Kubernetes v1.33 support with cgroup v2 as the default and containerd 2.0 - [March 20, 2026 - Deploy a P2P registry mirror on CKS with Spegel](https://docs.coreweave.com/changelog/release-notes/cks-spegel-mirror.md): New tutorial for deploying Spegel as a peer-to-peer OCI registry mirror on CKS for faster image pulls - [February 23, 2026 - Deploy a container registry on CKS with Zot](https://docs.coreweave.com/changelog/release-notes/cks-zot-registry.md): New tutorial for deploying Zot OCI registry on CKS with Object Storage and LOTA, with OCI conformance validation - [July 7, 2025 - Control Plane Node Pools](https://docs.coreweave.com/changelog/release-notes/control-plane-node-pools.md): Control Plane Node Pools are no longer provisioned in CKS clusters - [April 3, 2026 - CoreWeave Alerts](https://docs.coreweave.com/changelog/release-notes/coreweave-alerts-integrations.md): Real-time alert integrations for clusters, deployments, and operations - [March 30, 2026 - Dedicated VAST Storage](https://docs.coreweave.com/changelog/release-notes/dedicated-vast-storage.md): Documentation for Dedicated VAST Storage single-tenant clusters with physical isolation and multi-protocol access - [August 25, 2025 - CKS External Hostname Controller changes](https://docs.coreweave.com/changelog/release-notes/dns-record-allocation.md): Enhancements to the CKS External Hostname Controller for coreweave.app DNS record allocation - [February 3, 2025 - GB200 NVL72 instances available](https://docs.coreweave.com/changelog/release-notes/gb200-nvl72.md): GB200 NVL72-powered cloud instances now available for next-generation AI compute - [August 19, 2025 - CoreWeave Launches GB300 NVL72-Powered Cloud Instances](https://docs.coreweave.com/changelog/release-notes/gb300-nvl72.md): CoreWeave launches GB300 NVL72 cloud instances with 72 NVIDIA Blackwell Ultra GPUs and NVLink interconnect - [August 15, 2025 - GPU driver management features now available](https://docs.coreweave.com/changelog/release-notes/gpu-driver-management.md): GPU driver management now available in CKS and SUNK for targeting specific driver versions - [April 9, 2025 - Grafana Explore now available in CoreWeave Observe™](https://docs.coreweave.com/changelog/release-notes/grafana-explore.md): Grafana Explore now available in CoreWeave Observe™ for enhanced data exploration - [April 8, 2026 - CoreWeave Grafana home page](https://docs.coreweave.com/changelog/release-notes/grafana-home-page.md): CoreWeave Grafana now opens to a branded home page with environment metrics, announcements, and live service status. - [January 13, 2025 - H100 and H200 firmware update](https://docs.coreweave.com/changelog/release-notes/h100-h200-firmware.md): H100 and H200 based instances now support NV HGX 1.5.0 firmware - [November 20, 2025 - IAM Access Policies](https://docs.coreweave.com/changelog/release-notes/iam-access-policies.md): Platform-wide role-based access control for CoreWeave services - [March 31, 2026 - CoreWeave Inference](https://docs.coreweave.com/changelog/release-notes/inference.md): Deploy and serve AI models with serverless, dedicated, or self-managed inference options - [May 20, 2025 - Introducing the Internet Transit Dashboard](https://docs.coreweave.com/changelog/release-notes/internet-transit-dashboard.md): Internet Transit Dashboard now available in CoreWeave Observe™ - [March 31, 2026 - New marimo notebook tutorials: JAX and TensorRT-LLM](https://docs.coreweave.com/changelog/release-notes/marimo-jax-tensorrt.md): New tutorials for running JAX training and TensorRT-LLM inference in interactive marimo notebooks on CKS - [December 9, 2025 - Mission Control and Telemetry Relay](https://docs.coreweave.com/changelog/release-notes/mission-control.md): Learn about CoreWeave Mission Control Agent and Telemetry Relay - [June 30, 2025 - Node Pool condition transition](https://docs.coreweave.com/changelog/release-notes/node-pool-conditions.md): Node Pool conditions updated for better user experience and clearer semantics - [May 15, 2025 - Node Pool UI enhancements](https://docs.coreweave.com/changelog/release-notes/node-pool-ui.md): Enhanced Node Pool user interface with improved visibility and workflow efficiency - [February 4, 2026 - Node configuration visibility and management](https://docs.coreweave.com/changelog/release-notes/nodeprofile-ux-updates.md): Enhanced Node Pool configuration management with staging, rollback, and comprehensive status tracking - [June 17, 2025 - NVSHMEM and GDRcopy support](https://docs.coreweave.com/changelog/release-notes/nvshmem-gdrcopy.md): NVSHMEM and GDRcopy support now available for enhanced GPU communication and performance - [August 11, 2025 - CoreWeave Observe™](https://docs.coreweave.com/changelog/release-notes/o11y-dashboards.md): CoreWeave Observe™: New dashboards and reorganized folders. - [December 17, 2025 - AI Object Storage Console Access for Non-Admin Users](https://docs.coreweave.com/changelog/release-notes/object-storage-iam-access-policies.md): Grant non-admin users access to specific AI Object Storage actions in the Cloud Console - [August 28, 2025 - CoreWeave Observe™](https://docs.coreweave.com/changelog/release-notes/observ-dashboards.md): CoreWeave Observe™: New Slurm Block Topology and Kueue Metrics Dashboards - [November 20, 2025 - OIDC Workload Identity Federation](https://docs.coreweave.com/changelog/release-notes/oidc-workload-identity-federation.md): Eliminate credential management with federated authentication for CKS and AI Object Storage - [March 20, 2026 - CoreWeave Omni](https://docs.coreweave.com/changelog/release-notes/omni.md): Run the CoreWeave cloud platform in your data center with CoreWeave-managed operations - [January 27, 2026 - PVC namespace rebinding with rebind-pvc.sh utility](https://docs.coreweave.com/changelog/release-notes/pvc-rebinding.md): Automate binding persistent volumes to new namespaces with the rebind-pvc.sh script - [July 9, 2025 - NVIDIA RTX Pro 6000 Blackwell available](https://docs.coreweave.com/changelog/release-notes/rtx-pro-6000-blackwell.md): NVIDIA RTX Pro 6000 Blackwell instances now available for enhanced graphics and compute performance - [March 10, 2026 - Spot Node Pools and Capacity plans](https://docs.coreweave.com/changelog/release-notes/spot-node-pools.md): Spot Node Pools now available in CKS, providing preemptible pay-as-you-go access to unused compute capacity - [August 14, 2025 - SUNK v6.7.0 release](https://docs.coreweave.com/changelog/release-notes/sunk-6-7-0.md): SUNK v6.7.0 adds CUDA 12.9 support, SCIM filtering, nsscache updates, and HDF5 plugin support - [December 10, 2025 - SUNK releases v6.10.0 and v7.1.0](https://docs.coreweave.com/changelog/release-notes/sunk-7-1-and-6-10.md): SUNK releases two new versions with features and bug fixes - [January 8, 2026 - SUNK releases v7.2.0](https://docs.coreweave.com/changelog/release-notes/sunk-7-2.md): SUNK releases v7.2.0 with new features and bug fixes - [January 20, 2026 - New Tutorial: Run GitHub Actions Runners on SUNK](https://docs.coreweave.com/changelog/release-notes/sunk-github-actions-runners.md): New tutorial for deploying self-hosted GitHub Actions runners on SUNK using the Actions Runner Controller - [November 20, 2025 - SUNK User Provisioning (SUP)](https://docs.coreweave.com/changelog/release-notes/sunk-user-provisioning.md): Automatic provisioning of POSIX and Slurm identities in SUNK clusters - [October 31, 2025 - SUNK v6.9.1 release](https://docs.coreweave.com/changelog/release-notes/sunk-v-6-9-1.md): SUNK v6.9.1 patch release with fixes for topology.conf reconfigures, stuck completing jobs, and state duration - [November 13, 2025 - SUNK v7.0.0 release](https://docs.coreweave.com/changelog/release-notes/sunk-v-7-0-0.md): SUNK v7.0.0 upgrades Slurm to 25.05.3 with priority-based node scaling and nsscache as the default directory service - [February 6, 2025 - SUNK v5.7.0 release](https://docs.coreweave.com/changelog/release-notes/sunk-v5-7-0.md): SUNK v5.7.0 released with switch to direct RPCs instead of REST API - [March 14, 2025 - SUNK v6.0.0 release](https://docs.coreweave.com/changelog/release-notes/sunk-v6-0-0.md): SUNK v6.0.0 released with major version upgrade and new features - [April 4, 2025 - SUNK v6.1.0 release](https://docs.coreweave.com/changelog/release-notes/sunk-v6-1-0.md): SUNK v6.1.0 released with enhanced monitoring capabilities and infrastructure improvements - [April 17, 2025 - SUNK v6.2.0 release](https://docs.coreweave.com/changelog/release-notes/sunk-v6-2-0.md): SUNK v6.2.0 released with Device Plugin chart integration, Slurm 24.11.4 upgrade, and enhanced configuration options - [April 25, 2025 - SUNK v6.3.0 release](https://docs.coreweave.com/changelog/release-notes/sunk-v6-3-0.md): SUNK v6.3.0 released with enhanced enroot support, topology improvements, and GPU configuration updates - [May 26, 2025 - SUNK v6.4.0 release](https://docs.coreweave.com/changelog/release-notes/sunk-v6-4-0.md): SUNK v6.4.0 released with enhanced login pod management and configuration capabilities - [June 2, 2025 - SUNK v6.4.1 release](https://docs.coreweave.com/changelog/release-notes/sunk-v6-4-1.md): SUNK v6.4.1 released with critical memory parsing fixes, MOTD improvements, and container runtime enhancements - [June 13, 2025 - SUNK v6.5.0 release](https://docs.coreweave.com/changelog/release-notes/sunk-v6-5-0.md): SUNK v6.5.0 released with Slurm upgrades, CUDA image support, and enhanced container awareness features - [July 11, 2025 - SUNK v6.6.0 release](https://docs.coreweave.com/changelog/release-notes/sunk-v6-6-0.md): SUNK v6.6.0 introduces SCIM provisioning, dashboard links, improved node reconciliation, and new GPU definitions - [September 17, 2025 - SUNK v6.8.0 release](https://docs.coreweave.com/changelog/release-notes/sunk-v6-8-0.md): SUNK v6.8.0 adds job/node cleanup, cache-dropper sidecars, SCIM filtering, and syncer auto-reconfigure - [October 15, 2025 - SUNK v6.9.0 release](https://docs.coreweave.com/changelog/release-notes/sunk-v6-9-0.md): SUNK v6.9.0 introduces automatic job requeueing during rolling upgrades and new slurmrestd configuration options - [March 26, 2026 - Support Access Management](https://docs.coreweave.com/changelog/release-notes/support-access-management.md): Control and audit CoreWeave employee access to your CKS environment - [July 31, 2025 - CoreWeave Telemetry Relay availability](https://docs.coreweave.com/changelog/release-notes/telecaster-availability.md): CoreWeave Telemetry Relay is now available in CoreWeave Observe™ for telemetry forwarding - [August 6, 2025 - AI Object Storage Terraform Provider Support](https://docs.coreweave.com/changelog/release-notes/terraform-ai-object-storage.md): CoreWeave Terraform provider now supports AI Object Storage management - [July 7, 2025 - Unmanaged auth API](https://docs.coreweave.com/changelog/release-notes/unmanaged-auth.md): Unmanaged authentication API for CKS clusters, enabling OIDC, Service Account, and Webhook authentication - [January 29, 2026 - Usage by Product and Zone dashboard now shows measured and net usage](https://docs.coreweave.com/changelog/release-notes/usage-dashboard-measured-net.md): The Usage by Product and Zone dashboard now displays two usage layers for each resource type - [Get started with CoreWeave](https://docs.coreweave.com/get-started.md): Find your setup path and the right documentation for your CoreWeave workload. - [Glossary](https://docs.coreweave.com/glossary.md): A glossary of terms and definitions used across the CoreWeave platform and documentation - [CoreWeave Documentation](https://docs.coreweave.com/index.md): Learn how to deploy, manage, and observe your workloads on CoreWeave. - [CoreWeave Observe™](https://docs.coreweave.com/observability.md): Learn about Observability Solutions from CoreWeave Observe™ - [Data sources](https://docs.coreweave.com/observability/logs-metrics/data-sources.md): Understand the Global and Super Regional data source locations for querying CoreWeave metrics and logs - [Forward application metrics](https://docs.coreweave.com/observability/logs-metrics/forward-metrics.md): Deploy a Prometheus Agent in a CKS cluster to forward application metrics to an external system - [Query Logs and Metrics](https://docs.coreweave.com/observability/logs-metrics/introduction.md): Call the metrics and logs HTTP APIs with a CoreWeave access token, including regional hosts and legacy endpoints - [Introduction to CoreWeave Grafana](https://docs.coreweave.com/observability/managed-grafana.md): Learn about the available CoreWeave Grafana Dashboards - [ README](https://docs.coreweave.com/observability/managed-grafana/_media/_README.md) - [Access and use CoreWeave Grafana dashboards](https://docs.coreweave.com/observability/managed-grafana/access.md): Learn how to access and use CoreWeave Grafana Dashboards - [Cluster Resource Overview](https://docs.coreweave.com/observability/managed-grafana/cks/cluster-resource.md): Grafana dashboard for monitoring cluster-wide CPU, memory, GPU, and network utilization in CKS - [Control Plane Logs](https://docs.coreweave.com/observability/managed-grafana/cks/control-plane-logs.md): Grafana dashboard for viewing Kubernetes control plane component logs in CKS clusters - [Control Plane Metrics](https://docs.coreweave.com/observability/managed-grafana/cks/control-plane-metrics.md): Grafana dashboard for monitoring CKS control plane performance across API server, etcd, and scheduler - [Kubernetes Audit Logs](https://docs.coreweave.com/observability/managed-grafana/cks/kubernetes-audit-logs.md): Grafana dashboard for viewing Kubernetes audit logs for security and troubleshooting in CKS - [Pod Inspector](https://docs.coreweave.com/observability/managed-grafana/cks/pod-inspector.md): Grafana dashboard for viewing combined Pod metrics, events, logs, and resource usage in CKS - [Home](https://docs.coreweave.com/observability/managed-grafana/coreweave/home.md): The Grafana Home dashboard shows an overview of your CoreWeave environment, with key metrics, announcements, and status. - [Usage by Product and Zone](https://docs.coreweave.com/observability/managed-grafana/cost-usage/usage-product-zone.md): Grafana dashboard for tracking resource consumption by product and zone with measured and net usage - [Cabinet Visualizer](https://docs.coreweave.com/observability/managed-grafana/fleet/cabinet-visualizer.md): Monitor the aggregate statistics of full cabinets with Grafana - [Cabinet Wrangler](https://docs.coreweave.com/observability/managed-grafana/fleet/cabinet-wrangler.md): Grafana dashboard for monitoring cabinet details, GPU data, and Node information across racks - [Node Details](https://docs.coreweave.com/observability/managed-grafana/fleet/node-details.md): Grafana dashboard for viewing an individual Node's telemetry, GPUs, network, and Slurm metrics - [Node Wrangler](https://docs.coreweave.com/observability/managed-grafana/fleet/node-wrangler.md): View aggregated Node information across your clusters - [Kueue Metrics Dashboard](https://docs.coreweave.com/observability/managed-grafana/kubernetes/kueue-metrics.md): Grafana dashboard for monitoring Kueue workload admissions, queue status, and resource reservations - [Kubernetes Training Jobs](https://docs.coreweave.com/observability/managed-grafana/kubernetes/training-jobs.md): Grafana dashboard for monitoring hardware resources during training jobs, including GPU and InfiniBand - [Internet Transit](https://docs.coreweave.com/observability/managed-grafana/network-backbone/internet-transit.md): Monitor your Node and service-level traffic and connection statistics. - [CAIOS LOTA](https://docs.coreweave.com/observability/managed-grafana/storage/caios-lota.md): Grafana dashboard for monitoring CAIOS LOTA storage events, S3 gateway requests, and proxy metrics - [CAIOS Usage](https://docs.coreweave.com/observability/managed-grafana/storage/caios-usage.md): Monitor detailed usage metrics and quotas for your CoreWeave AI Object Storage. - [Distributed File Storage Usage](https://docs.coreweave.com/observability/managed-grafana/storage/distributed-storage.md): Grafana dashboard for monitoring Distributed File Storage usage, capacity, and Persistent Volume Claims - [VAST Actors](https://docs.coreweave.com/observability/managed-grafana/storage/vast-actors.md): Grafana dashboard for monitoring VAST Actor instance NFS bandwidth, IOPS, and read/write statistics - [WEKA](https://docs.coreweave.com/observability/managed-grafana/storage/weka.md): Grafana dashboard for monitoring WEKA storage cluster alerts, capacity, protection status, and IOPS - [Slurm Block Topology](https://docs.coreweave.com/observability/managed-grafana/sunk/slurm-block-topology.md): Grafana dashboard for visualizing Slurm compute Node availability and allocation by block topology - [Slurm Cluster](https://docs.coreweave.com/observability/managed-grafana/sunk/slurm-cluster.md): Grafana dashboard for monitoring SUNK jobs, resource usage, and per-user breakdowns within a namespace - [Slurm Job Metrics](https://docs.coreweave.com/observability/managed-grafana/sunk/slurm-job-metrics.md): View detailed metrics about a Slurm job with Grafana - [SUNK Global](https://docs.coreweave.com/observability/managed-grafana/sunk/sunk-global.md): Monitor SUNK infrastructure and resources across all regions and clusters - [Interact with CoreWeave Mission Control Agent for operational insights](https://docs.coreweave.com/observability/mission_control_agent.md): Conversational AI interface for diagnosing issues, summarizing operations, and gaining insights from metrics - [Self-hosted Grafana](https://docs.coreweave.com/observability/self-hosted-grafana.md): Setting up a self-hosted Grafana instance inside CKS - [Introduction to Telemetry Relay](https://docs.coreweave.com/observability/telemetry-forwarding/relay.md): Use Telemetry Relay to forward telemetry to destinations outside of CoreWeave - [Cost and Usage Monitoring](https://docs.coreweave.com/observability/usage-monitoring.md): Learn how to monitor your CoreWeave usage and estimate costs - [About capacity plans](https://docs.coreweave.com/platform/capacity-plans.md): Learn about the different capacity plans available for CoreWeave Kubernetes Service (CKS) - [Spot Node Pools](https://docs.coreweave.com/platform/capacity-plans/spot-node-pools.md): Preemptible, pay-as-you-go bare-metal compute resources in CKS with no long-term commitments - [CoreWeave Alerts](https://docs.coreweave.com/platform/coreweave-alerts.md): Connect CoreWeave Alerts to Slack or a custom webhook endpoint for real-time notifications - [Slack OAuth integration](https://docs.coreweave.com/platform/coreweave-alerts/slack-oauth.md): Connect CoreWeave Alerts to your Enterprise Slack workspace using the OAuth authorization flow - [Webhook integrations](https://docs.coreweave.com/platform/coreweave-alerts/webhooks.md): Connect CoreWeave Alerts to Slack or any HTTPS endpoint using a webhook URL - [Hardware Observability](https://docs.coreweave.com/platform/fleet-management/hardware-observability.md): GPU chip telemetry, server-level IPMI metrics, and storage performance metrics available in CKS - [HPC Verification](https://docs.coreweave.com/platform/fleet-management/hpc-verification.md): Proactive health checks that test idle Nodes for silent data corruption and performance regressions - [Nimbus](https://docs.coreweave.com/platform/fleet-management/nimbus.md): Proprietary control and data-plane software for CoreWeave Kubernetes Service Nodes - [Node Lifecycle](https://docs.coreweave.com/platform/fleet-management/node-lifecycle.md): CoreWeave's full Node lifecycle management from Day 0 initialization through Day 2+ ongoing operations - [Day 1](https://docs.coreweave.com/platform/fleet-management/node-lifecycle/day1.md): Automated Day 1 operations that move Nodes through Seatrial, Zap, and Test states to reach production - [Day 2+](https://docs.coreweave.com/platform/fleet-management/node-lifecycle/day2.md): An automated lifecycle management and validation platform - [About instances](https://docs.coreweave.com/platform/instances/about-instances.md): Learn about CoreWeave compute instances and how to choose the right hardware for your workloads - [Instance availability matrix](https://docs.coreweave.com/platform/instances/availability-matrix.md): View which GPU and CPU instance types are available in each CoreWeave Availability Zone - [About CPU instances](https://docs.coreweave.com/platform/instances/cpu-instances.md): Compare CoreWeave CPU instance types with specifications for vCPUs, RAM, storage, and pricing - [General Purpose AMD Genoa](https://docs.coreweave.com/platform/instances/cpu/cd-gp-a192-genoa.md): Specifications, pricing, and availability for the General Purpose AMD Genoa CPU instance - [General Purpose Intel Emerald Rapids](https://docs.coreweave.com/platform/instances/cpu/cd-gp-i64-erapids.md): Specifications, pricing, and availability for the General Purpose Intel Emerald Rapids CPU instance - [General Purpose Intel Ice Lake](https://docs.coreweave.com/platform/instances/cpu/cd-gp-i96-icelake.md): Specifications, pricing, and availability for the General Purpose Intel Ice Lake CPU instance - [General Purpose AMD Genoa (High Storage)](https://docs.coreweave.com/platform/instances/cpu/cd-gp-l-a192-genoa.md): Specifications, pricing, and availability for the General Purpose AMD Genoa (High Storage) CPU instance - [High Core AMD Genoa](https://docs.coreweave.com/platform/instances/cpu/cd-hc-a384-genoa.md): Specifications, pricing, and availability for the High Core AMD Genoa CPU instance - [High Core AMD Genoa (InfiniBand)](https://docs.coreweave.com/platform/instances/cpu/cd-hc-a384ib-genoa.md): Specifications, pricing, and availability for the High Core AMD Genoa (InfiniBand) CPU instance - [High Performance AMD Genoa](https://docs.coreweave.com/platform/instances/cpu/cd-hp-a96-genoa.md): Specifications, pricing, and availability for the High Performance AMD Genoa CPU instance - [General Purpose AMD Turin](https://docs.coreweave.com/platform/instances/cpu/turin-gp.md): Specifications, pricing, and availability for the General Purpose AMD Turin CPU instance - [General Purpose AMD Turin (High Storage)](https://docs.coreweave.com/platform/instances/cpu/turin-gp-l.md): Specifications, pricing, and availability for the General Purpose AMD Turin (High Storage) CPU instance - [About GPU instances](https://docs.coreweave.com/platform/instances/gpu-instances.md): Compare CoreWeave GPU instance types with specifications for GPU count, memory, and connectivity - [B200 (InfiniBand)](https://docs.coreweave.com/platform/instances/gpu/b200-8x.md): Specifications, pricing, and availability for the B200 (InfiniBand) GPU instance - [B300 (InfiniBand)](https://docs.coreweave.com/platform/instances/gpu/b300-8x.md): Specifications, pricing, and availability for the B300 (InfiniBand) GPU instance - [GB200 NVL72-powered instances](https://docs.coreweave.com/platform/instances/gpu/gb200-4x.md): Specifications, pricing, and availability for the GB200 NVL72-powered instances GPU instance - [GB300 NVL72 Quantum-X InfiniBand](https://docs.coreweave.com/platform/instances/gpu/gb300-4x.md): Specifications, pricing, and availability for the GB300 NVL72 Quantum-X InfiniBand GPU instance - [GB300 NVL72 Spectrum-X RoCE](https://docs.coreweave.com/platform/instances/gpu/gb300-4x-e.md): Specifications, pricing, and availability for the GB300 NVL72 Spectrum-X RoCE GPU instance - [GH200](https://docs.coreweave.com/platform/instances/gpu/gd-1xgh200.md): Specifications, pricing, and availability for the GH200 GPU instance - [A100](https://docs.coreweave.com/platform/instances/gpu/gd-8xa100-i128.md): Specifications, pricing, and availability for the A100 GPU instance - [H100 (InfiniBand)](https://docs.coreweave.com/platform/instances/gpu/gd-8xh100ib-i128.md): Specifications, pricing, and availability for the H100 (InfiniBand) GPU instance - [H200 (InfiniBand)](https://docs.coreweave.com/platform/instances/gpu/gd-8xh200ib-i128.md): Specifications, pricing, and availability for the H200 (InfiniBand) GPU instance - [L40](https://docs.coreweave.com/platform/instances/gpu/gd-8xl40-i128.md): Specifications, pricing, and availability for the L40 GPU instance - [L40S](https://docs.coreweave.com/platform/instances/gpu/gd-8xl40s-i128.md): Specifications, pricing, and availability for the L40S GPU instance - [RTX Pro 6000 Blackwell Server Edition](https://docs.coreweave.com/platform/instances/gpu/rtxp6000-8x.md): Specifications, pricing, and availability for the RTX Pro 6000 Blackwell Server Edition GPU instance - [About GB200 and GB300 NVL72-powered instances](https://docs.coreweave.com/platform/instances/nvl72.md): Learn how NVL72-powered instances deliver efficient, high-performance, energy-conscious AI compute power - [Selecting an Instance: Key Considerations for LLMs](https://docs.coreweave.com/platform/instances/selecting-an-instance.md): Learn about the key considerations for selecting the right instance for your LLM workload - [CoreWeave Omni](https://docs.coreweave.com/platform/omni.md): Run the CoreWeave cloud platform in your data center with CoreWeave-managed operations and full hardware control - [Terraform reference architecture](https://docs.coreweave.com/platform/reference-architecture.md): Deploy CoreWeave infrastructure as code with Terraform using a modular, two-phase approach - [1. Deploy core infrastructure](https://docs.coreweave.com/platform/reference-architecture/1-deploy-core-infrastructure.md): Create a CoreWeave VPC and CKS cluster with Terraform (Phase 1) - [2. Add Node Pools and Storage](https://docs.coreweave.com/platform/reference-architecture/2-add-storage-and-workloads.md): Add Node Pools and DFS volumes, and optionally Object Storage, to your CoreWeave Terraform deployment - [About Regions and Availability Zones (AZs)](https://docs.coreweave.com/platform/regions/about-regions-and-azs.md): Learn about CoreWeave Regions and Availability Zones, including General Access and Dedicated Access options - [All Availability Zones](https://docs.coreweave.com/platform/regions/all-availability-zones.md): View all CoreWeave Availability Zones, grouped by Super Region - [CA-EAST](https://docs.coreweave.com/platform/regions/ca-east.md): Availability Zones in the CoreWeave CA-EAST super region, including locations in Ontario, Canada, and access tiers. - [EU-NORTH](https://docs.coreweave.com/platform/regions/eu-north.md): Availability Zones in the CoreWeave EU-NORTH super region, including locations in Sweden and Norway, and access tiers. - [EU-SOUTH](https://docs.coreweave.com/platform/regions/eu-south.md): Availability Zones in the CoreWeave EU-SOUTH super region, including Barcelona, Spain locations and access tiers. - [EU-WEST](https://docs.coreweave.com/platform/regions/eu-west.md): Availability Zones in the CoreWeave EU-WEST super region, including locations in Crawley and London, UK. - [US-CENTRAL](https://docs.coreweave.com/platform/regions/us-central.md): Availability Zones in the CoreWeave US-CENTRAL super region, including locations in Texas, Indiana, and Illinois. - [US-EAST](https://docs.coreweave.com/platform/regions/us-east.md): Availability Zones in the CoreWeave US-EAST super region, including locations in Georgia, Virginia, and New York. - [US-WEST](https://docs.coreweave.com/platform/regions/us-west.md): Availability Zones in the CoreWeave US-WEST super region, including locations in Oregon and Nevada and access tiers. - [CoreWeave Provider](https://docs.coreweave.com/platform/terraform.md): Manage CKS, VPC, and Object Storage resources as code with the CoreWeave Terraform provider - [coreweave_cks_cluster (Data source)](https://docs.coreweave.com/platform/terraform/data-sources/cks_cluster.md): Terraform data source for querying information about an existing CoreWeave CKS cluster by ID - [coreweave_networking_vpc (Data source)](https://docs.coreweave.com/platform/terraform/data-sources/networking_vpc.md): Terraform data source for querying information about an existing CoreWeave VPC by ID - [coreweave_object_storage_bucket_policy_document (Data source)](https://docs.coreweave.com/platform/terraform/data-sources/object_storage_bucket_policy_document.md): Terraform data source for generating type-safe JSON bucket access policies for CoreWeave Object Storage - [coreweave_cks_cluster (Resource)](https://docs.coreweave.com/platform/terraform/resources/cks_cluster.md): Terraform resource for creating and managing CoreWeave Kubernetes Service (CKS) clusters - [coreweave_networking_vpc (Resource)](https://docs.coreweave.com/platform/terraform/resources/networking_vpc.md): Terraform resource for creating and managing CoreWeave VPCs with host prefixes and IPAM configuration - [coreweave_object_storage_bucket (Resource)](https://docs.coreweave.com/platform/terraform/resources/object_storage_bucket.md): Terraform resource for creating CoreWeave Object Storage buckets with availability zone and tag configuration - [coreweave_object_storage_bucket_lifecycle_configuration (Resource)](https://docs.coreweave.com/platform/terraform/resources/object_storage_bucket_lifecycle_configuration.md): Terraform resource for configuring lifecycle rules on CoreWeave Object Storage buckets - [coreweave_object_storage_bucket_policy (Resource)](https://docs.coreweave.com/platform/terraform/resources/object_storage_bucket_policy.md): Terraform resource for attaching S3-compatible access policies to CoreWeave Object Storage buckets - [coreweave_object_storage_bucket_settings (Resource)](https://docs.coreweave.com/platform/terraform/resources/object_storage_bucket_settings.md): Terraform resource for managing CoreWeave Object Storage bucket settings such as audit logging - [coreweave_object_storage_bucket_versioning (Resource)](https://docs.coreweave.com/platform/terraform/resources/object_storage_bucket_versioning.md): Terraform resource for enabling or suspending versioning on CoreWeave Object Storage buckets - [coreweave_object_storage_organization_access_policy (Resource)](https://docs.coreweave.com/platform/terraform/resources/object_storage_organization_access_policy.md): Terraform resource for creating organization-wide access policies for CoreWeave Object Storage - [CoreWeave ARENA Terms of Service](https://docs.coreweave.com/policies/coreweave-arena-tos.md): Terms of service governing customer access to and use of CoreWeave's ARENA evaluation program - [CoreWeave Customer Asset Penetration Testing Policy](https://docs.coreweave.com/policies/coreweave-customer-asset-penetration-testing-policy.md): Guidelines for customers conducting penetration testing on their own CoreWeave-hosted infrastructure - [CoreWeave Vulnerability Disclosure Policy](https://docs.coreweave.com/policies/coreweave-vulnerability-disclosure-policy.md): How to disclose discovered vulnerabilities to CoreWeave - [EU Data Act Addendum](https://docs.coreweave.com/policies/eu-data-act-addendum.md): Addendum for EEA customers covering CoreWeave's compliance with the EU Data Act requirements - [Information Security Advisories](https://docs.coreweave.com/policies/information-security-advisories.md): Information on relevant CVEs and security issues for clients - [Limits](https://docs.coreweave.com/policies/limits.md): Physical limits and customer quotas for CoreWeave Kubernetes Service - [Spot Services Terms](https://docs.coreweave.com/policies/spot-tos.md): Terms of service specific to CoreWeave's Spot Services, covering on-demand usage, preemption, and pricing - [Terms of Service](https://docs.coreweave.com/policies/terms-of-service.md): CoreWeave's binding Terms of Service, including service level objectives and financial credit structures - [Acceptable Use Policy](https://docs.coreweave.com/policies/terms-of-service/acceptable-use-policy.md): CoreWeave's Acceptable Use Policy defining prohibited activities and usage restrictions for all services - [CoreWeave AI Object Storage Service Level Agreement](https://docs.coreweave.com/policies/terms-of-service/coreweave-ai-object-storage-policy.md): Service level agreement for CoreWeave AI Object Storage, including uptime targets and financial credit tiers - [CoreWeave Data Processing Agreement](https://docs.coreweave.com/policies/terms-of-service/data-processing-agreement.md): CoreWeave's Data Processing Addendum covering GDPR compliance, personal data handling, and EU contractual clauses - [Maintenance Policy](https://docs.coreweave.com/policies/terms-of-service/maintenance-policy.md): CoreWeave Cloud Maintenance and Notification Policy - [Privacy Policy](https://docs.coreweave.com/policies/terms-of-service/privacy-policy.md): How CoreWeave collects, uses, discloses, and processes personal information across its platforms and services - [Security & Compliance](https://docs.coreweave.com/policies/terms-of-service/security-and-compliance.md): How CoreWeave, Inc. keeps its infrastructure and customer service data secure - [Shared Responsibility Model](https://docs.coreweave.com/policies/terms-of-service/shared-responsibility-model.md): How CoreWeave and its clients platform use responsibilities - [CoreWeave Sub-processors](https://docs.coreweave.com/policies/terms-of-service/sub-processors.md): List of sub-processors engaged by CoreWeave in accordance with the Data Processing Agreement - [Terms of Use](https://docs.coreweave.com/policies/terms-of-service/terms-of-use.md): Terms governing user access to CoreWeave websites, covering content ownership and permitted usage - [Product Home](https://docs.coreweave.com/product-home.md): Overview of CoreWeave compute, networking, and storage products for AI and HPC workloads - [Introduction to CoreWeave Kubernetes Service (CKS)](https://docs.coreweave.com/products/cks.md): High-performance managed Kubernetes on bare metal with DPU isolation and per-cluster VPCs - [Introduction to Authentication and Access Control](https://docs.coreweave.com/products/cks/auth-access/introduction.md): Authentication methods and access control options available for managing user access to CKS clusters - [Managed Authentication in CKS](https://docs.coreweave.com/products/cks/auth-access/managed-auth/kubeconfig.md): Learn about Managed Authentication and Kubeconfig files in CKS clusters - [Organizational identity](https://docs.coreweave.com/products/cks/auth-access/organizational-identity.md): How CoreWeave organizations, users, and groups map to CKS - [Implement Unmanaged Authentication](https://docs.coreweave.com/products/cks/auth-access/unmanaged-auth/implement-unmanaged-auth.md): Use a Kubernetes API endpoint for unmanaged authentication - [Introduction to Unmanaged Authentication](https://docs.coreweave.com/products/cks/auth-access/unmanaged-auth/introduction.md): Understand how CKS implements unmanaged authentication - [Introduction to OIDC Workload Identity for CKS](https://docs.coreweave.com/products/cks/auth-access/workload-identity/introduction.md): OIDC Workload Identity enables CKS workloads to authenticate to cloud services without static credentials - [Access to Google Cloud Storage from CKS Pods](https://docs.coreweave.com/products/cks/auth-access/workload-identity/oidc-gcp.md): Configure Secure Access to Google Cloud Storage from CKS Pods Using OIDC Workload Identity Federation - [Cert-manager](https://docs.coreweave.com/products/cks/clusters/coreweave-charts/cert-manager.md): Install cert-manager and set up certificate issuers for Services - [Introduction to CoreWeave Charts](https://docs.coreweave.com/products/cks/clusters/coreweave-charts/introduction.md): Finding and consuming Helm charts vetted for use in CKS - [Kueue](https://docs.coreweave.com/products/cks/clusters/coreweave-charts/kueue.md): Install and configure Kueue for Kubernetes-native job queuing on CKS using CoreWeave's Helm chart - [Pod Identity Webhook](https://docs.coreweave.com/products/cks/clusters/coreweave-charts/pod-identity-webhook.md): Configure pods to access CoreWeave AI Object Storage - [Tailscale Operator](https://docs.coreweave.com/products/cks/clusters/coreweave-charts/tailscale-operator.md): Deploy CoreWeave's Tailscale Operator Helm chart on CKS with Tailnet and DERP map configuration - [Traefik](https://docs.coreweave.com/products/cks/clusters/coreweave-charts/traefik.md): Deploy CoreWeave's Traefik Helm chart on CKS for ingress routing and Kubernetes API proxying - [Create a CKS Cluster](https://docs.coreweave.com/products/cks/clusters/create.md): Create and configure a CKS cluster using the Cloud Console, including naming and version selection - [Delete a CKS Cluster](https://docs.coreweave.com/products/cks/clusters/delete.md): Learn how to delete a CKS cluster using the Cloud Console, including state requirements and precautions - [Deploy Anyscale on CKS](https://docs.coreweave.com/products/cks/clusters/frameworks/anyscale.md): Learn how to deploy Anyscale on CoreWeave Kubernetes Service - [Introduction to third-party frameworks](https://docs.coreweave.com/products/cks/clusters/frameworks/introduction.md): Integrate your CoreWeave Kubernetes Service (CKS) clusters with third-party tools and services - [Run Kubeflow](https://docs.coreweave.com/products/cks/clusters/frameworks/kubeflow.md): Set up and deploy Kubeflow on CKS for machine learning workflows with certificate management - [Run Ray with Kueue](https://docs.coreweave.com/products/cks/clusters/frameworks/ray-with-kueue.md): Install Ray and Kueue on CKS for distributed compute with efficient scheduling and job queuing - [Run SGLang](https://docs.coreweave.com/products/cks/clusters/frameworks/sglang.md): Run the SGLang serving framework with SkyPilot on CKS for LLM inference workloads - [Deploy Union.ai on CKS](https://docs.coreweave.com/products/cks/clusters/frameworks/union-ai.md): Deploy a Union.ai data plane on CoreWeave Kubernetes Service to run Flyte workflows with GPU-accelerated compute - [Introduction to Clusters](https://docs.coreweave.com/products/cks/clusters/introduction.md): Introduction to CKS clusters as bare-metal Kubernetes infrastructure with managed control and data planes - [Resource Quotas](https://docs.coreweave.com/products/cks/clusters/quotas.md): View current resource quotas in the Cloud Console and request quota upgrades through support - [Dynamic Resource Allocation feature gates](https://docs.coreweave.com/products/cks/clusters/scheduling/dynamic-reasource-featuregates.md): Feature gates for DRA by Kubernetes version in CKS. - [IMEX with Dynamic Resource Allocation](https://docs.coreweave.com/products/cks/clusters/scheduling/imex-dra-scheduling.md): Schedule workloads using IMEX channels via Kubernetes Dynamic Resource Allocation (DRA) on rack-based instances - [Scheduling profiles](https://docs.coreweave.com/products/cks/clusters/scheduling/scheduling-profiles.md): Configure scheduling profiles in CKS, including binpack, best-spread, and image locality options - [Workload Scheduling on CKS](https://docs.coreweave.com/products/cks/clusters/scheduling/workload-scheduling.md): Control where Pods are deployed through namespaces, labels, and taints - [etcd Secrets Encryption at Rest](https://docs.coreweave.com/products/cks/clusters/secrets.md): Understanding CoreWeave CKS cluster secrets encryption at rest - [Upgrade Kubernetes](https://docs.coreweave.com/products/cks/clusters/upgrade-kubernetes.md): Upgrade CKS clusters to the latest Kubernetes version - [Deploy an open-source LLM on CKS](https://docs.coreweave.com/products/cks/deploy-model.md): Step-by-step guide for deploying Meta's Llama 3.1 model on CKS with cluster and Node Pool setup - [Apply Node Pool updates](https://docs.coreweave.com/products/cks/nodes/apply-updates.md): Apply Node Pool updates by queuing a reconfigure reboot - [Autoscale Node Pools](https://docs.coreweave.com/products/cks/nodes/autoscaling.md): Scale Node Pools based on workload resource utilization - [Connect to a Node](https://docs.coreweave.com/products/cks/nodes/connect.md): Connect to a CKS Node using kubectl debug Pods to troubleshoot network, storage, and other issues - [Node Cordoning](https://docs.coreweave.com/products/cks/nodes/cordon.md): Understanding Node cordoning in CoreWeave Kubernetes Service (CKS) - [Create a Node Pool](https://docs.coreweave.com/products/cks/nodes/create.md): Create a Node Pool to manage Nodes as a single entity - [About GPU Driver Management in CKS](https://docs.coreweave.com/products/cks/nodes/gpu-driver-management/gpu-driver-management-cks.md): Configure and manage GPU driver versions for your Node Pools - [Select GPU driver versions in CKS Node Pools](https://docs.coreweave.com/products/cks/nodes/gpu-driver-management/update-gpu-driver.md): Select and configure specific GPU driver versions in CKS Node Pool manifests (preview feature) - [Manage Node Pools](https://docs.coreweave.com/products/cks/nodes/manage.md): Delete and modify Node Pools using the API or Cloud Console - [Introduction to Node Pools](https://docs.coreweave.com/products/cks/nodes/nodes-and-node-pools.md): Manage groups of Nodes as a single entity with Node Pools - [Reboot Nodes](https://docs.coreweave.com/products/cks/nodes/reboot.md): Perform standard and reconfigure reboots on CKS Nodes, including safe and force reboot options - [CKS API Reference](https://docs.coreweave.com/products/cks/reference/cks-api.md): REST API reference for creating, listing, updating, and deleting CoreWeave CKS clusters - [Cluster Components](https://docs.coreweave.com/products/cks/reference/cluster-components.md): Reference for the components within the CKS Managed Control Plane and Managed Data Plane - [Node Pool Reference](https://docs.coreweave.com/products/cks/reference/node-pool.md): Complete API schema reference for CKS Node Pool resources, including spec fields and configuration options - [Deploy Spegel, a P2P registry mirror on CKS](https://docs.coreweave.com/products/cks/tutorials/deploy-spegel-mirror.md): Deploy Spegel, a stateless distributed OCI registry mirror for peer-to-peer image sharing across cluster nodes on CKS - [Deploy Vector Databases on CKS](https://docs.coreweave.com/products/cks/tutorials/deploy-vector-databases-on-cks.md): Tutorials for deploying vector databases like Milvus and Dragonfly on CKS for AI and ML applications - [Deploy Dragonfly on CKS](https://docs.coreweave.com/products/cks/tutorials/deploy-vector-databases-on-cks/dragonfly.md): Deploy Dragonfly Vector Database on CoreWeave Kubernetes Service (CKS) - [Deploy Milvus on CKS](https://docs.coreweave.com/products/cks/tutorials/deploy-vector-databases-on-cks/milvus.md): Deploy Milvus Vector Database on CoreWeave Kubernetes Service (CKS) - [Deploy vLLM for Inference](https://docs.coreweave.com/products/cks/tutorials/deploy-vllm-inference.md): Deploy and scale vLLM inference workloads on CoreWeave Kubernetes Service (CKS) - [1. Set up infrastructure dependencies](https://docs.coreweave.com/products/cks/tutorials/deploy-vllm-inference/1-set-up-infrastructure.md): Install Traefik ingress controller and cert-manager for your vLLM inference deployment - [2. Configure monitoring and observability](https://docs.coreweave.com/products/cks/tutorials/deploy-vllm-inference/2-set-up-monitoring.md): Set up Prometheus and Grafana for monitoring your vLLM inference deployment - [3. Deploy vLLM inference service](https://docs.coreweave.com/products/cks/tutorials/deploy-vllm-inference/3-deploy-vllm.md): Deploy and configure your vLLM inference service with model caching and autoscaling - [4. Monitor performance and test autoscaling](https://docs.coreweave.com/products/cks/tutorials/deploy-vllm-inference/4-monitor-and-test.md): Access Grafana dashboards and test autoscaling behavior of your vLLM inference deployment - [Deploy a container registry on CKS](https://docs.coreweave.com/products/cks/tutorials/deploy-zot-registry.md): Deploy an internal OCI container registry backed by CoreWeave AI Object Storage and LOTA on CKS - [Deploy development environments with DevPod](https://docs.coreweave.com/products/cks/tutorials/devpod.md): Create development environments with DevPod using CKS resources - [Deploy NVIDIA Dynamo on CKS](https://docs.coreweave.com/products/cks/tutorials/dynamo-inference.md): Deploy NVIDIA Dynamo on CKS for cluster-wide inference with Kai scheduler and Grove orchestration - [Hello world for NIM on CKS](https://docs.coreweave.com/products/cks/tutorials/hello-world-nims-on-cks.md): Deploy an NVIDIA NIM on CoreWeave Kubernetes Service (CKS) and run your first inference request - [Run marimo notebooks on CKS](https://docs.coreweave.com/products/cks/tutorials/marimo-notebooks.md): Run reactive Python notebooks on CKS with persistent storage and AI Object Storage integration - [Use JAX with marimo notebooks](https://docs.coreweave.com/products/cks/tutorials/marimo-notebooks/jax.md): Run JAX workloads in interactive marimo notebooks on CKS GPU nodes - [Run TensorRT-LLM inference with marimo notebooks](https://docs.coreweave.com/products/cks/tutorials/marimo-notebooks/tensorrt.md): Deploy GPU-accelerated LLM inference using NVIDIA TensorRT-LLM inside interactive marimo notebooks on CKS - [Deploy Red Hat AI inference and llm-d](https://docs.coreweave.com/products/cks/tutorials/redhat-inference.md): Deploy Red Hat AI inference and llm-d on CoreWeave Kubernetes Service (CKS) - [Run SkyPilot on CKS](https://docs.coreweave.com/products/cks/tutorials/skypilot.md): Install and configure SkyPilot on CKS for simplified AI workload execution and inference deployment - [About CoreWeave Inference](https://docs.coreweave.com/products/inference.md): Deploy and serve AI models on CoreWeave with serverless, dedicated, or self-managed inference options - [Billing](https://docs.coreweave.com/products/inference/billing.md): How CoreWeave Inference is billed and how to optimize inference costs - [About Inference on CKS](https://docs.coreweave.com/products/inference/cks.md): Run self-managed inference workloads on CoreWeave Kubernetes Service - [About Dedicated Inference](https://docs.coreweave.com/products/inference/dedicated.md): Deploy your own model weights on dedicated GPU infrastructure with full control over gateways, scaling, and capacity - [Gateways](https://docs.coreweave.com/products/inference/gateways.md): How gateways provide authentication, routing, and traffic management for inference deployments - [Getting started with Dedicated Inference](https://docs.coreweave.com/products/inference/getting-started.md): Create a gateway, deploy a model, and send your first Dedicated Inference request - [Models and deployments](https://docs.coreweave.com/products/inference/models.md): Configure model deployments with custom weights, GPU selection, and inference runtimes - [Inference API reference](https://docs.coreweave.com/products/inference/reference/api-overview.md): Authentication, protocols, status values, and error formats for the CoreWeave Inference API - [Create a capacity claim](https://docs.coreweave.com/products/inference/reference/capacityclaimservice/create-a-capacity-claim.md): CreateCapacityClaim creates a new CapacityClaim. - [Delete a capacity claim](https://docs.coreweave.com/products/inference/reference/capacityclaimservice/delete-a-capacity-claim.md): DeleteCapacityClaim deletes a CapacityClaim by ID. - [Get a capacity claim](https://docs.coreweave.com/products/inference/reference/capacityclaimservice/get-a-capacity-claim.md): GetCapacityClaim returns a CapacityClaim by ID. - [Get capacity claim parameters](https://docs.coreweave.com/products/inference/reference/capacityclaimservice/get-capacity-claim-parameters.md): GetCapacityClaimParameters returns the possible values for CapacityClaim configuration, this is mainly to enumerate the more dynamic field values - [List capacity claims](https://docs.coreweave.com/products/inference/reference/capacityclaimservice/list-capacity-claims.md): ListCapacityClaims returns a list of all CapacityClaims - [Update a capacity claim](https://docs.coreweave.com/products/inference/reference/capacityclaimservice/update-a-capacity-claim.md): UpdateCapacityClaim updates an existing CapacityClaim. - [Create a deployment](https://docs.coreweave.com/products/inference/reference/deploymentservice/create-a-deployment.md): CreateDeployment creates a new deployment. - [Delete a deployment](https://docs.coreweave.com/products/inference/reference/deploymentservice/delete-a-deployment.md): DeleteDeployment deletes a deployment by ID. - [Get a deployment](https://docs.coreweave.com/products/inference/reference/deploymentservice/get-a-deployment.md): GetDeployment returns a deployment by ID. - [Get deployment parameters](https://docs.coreweave.com/products/inference/reference/deploymentservice/get-deployment-parameters.md): GetDeploymentParameters returns the possible values for Deployment configuration, this is mainly to enumerate the more dynamic field values - [List deployments](https://docs.coreweave.com/products/inference/reference/deploymentservice/list-deployments.md): ListDeployments returns a list of all deployments - [Update a deployment](https://docs.coreweave.com/products/inference/reference/deploymentservice/update-a-deployment.md): UpdateDeployment updates an existing deployment. - [Create a gateway](https://docs.coreweave.com/products/inference/reference/gatewayservice/create-a-gateway.md): CreateGateway creates a new gateway. - [Delete a gateway](https://docs.coreweave.com/products/inference/reference/gatewayservice/delete-a-gateway.md): DeleteGateway deletes a gateway by ID. - [Get a gateway](https://docs.coreweave.com/products/inference/reference/gatewayservice/get-a-gateway.md): GetGateway returns a gateway by ID. - [Get gateway parameters](https://docs.coreweave.com/products/inference/reference/gatewayservice/get-gateway-parameters.md): GetGatewayParameters returns the possible values for Gateway configuration, this is mainly to enumerate the more dynamic field values - [List gateways](https://docs.coreweave.com/products/inference/reference/gatewayservice/list-gateways.md): ListGateways returns a list of all gateways - [Update a gateway](https://docs.coreweave.com/products/inference/reference/gatewayservice/update-a-gateway.md): UpdateGateway updates an existing gateway. - [Scaling](https://docs.coreweave.com/products/inference/scaling.md): Configure autoscaling and reserve capacity for inference deployments - [About Serverless Inference](https://docs.coreweave.com/products/inference/serverless.md): Run inference on CoreWeave without managing infrastructure - [About Networking](https://docs.coreweave.com/products/networking.md): Overview of CoreWeave networking products, including VPCs, HPC Interconnect, Direct Connect, IP addresses, and Ingress - [Direct Connect](https://docs.coreweave.com/products/networking/direct-connect/about-direct-connect.md): Use dedicated physical cross-connects or virtual connections via our on-ramp partners - [HPC Interconnect](https://docs.coreweave.com/products/networking/hpc-interconnect/about-hpc-interconnect.md): High-performance InfiniBand and RoCE RDMA networking for GPU training workloads - [InfiniBand and RoCE Labels](https://docs.coreweave.com/products/networking/hpc-interconnect/infiniband-roce-labels.md): Learn about the labels used for InfiniBand and RoCE - [Use GPUDirect RDMA with InfiniBand](https://docs.coreweave.com/products/networking/hpc-interconnect/use-gpudirect-rdma.md): Configure GPUDirect RDMA over InfiniBand on CoreWeave, including Node Pool selection and NCCL settings - [Use GPUDirect RDMA with RoCE](https://docs.coreweave.com/products/networking/hpc-interconnect/use-gpudirect-rdma-roce.md): Configure and use GPUDirect RDMA over RoCE on CoreWeave, including Pod configuration and NCCL setup - [Create a Public DNS Name](https://docs.coreweave.com/products/networking/ingress-service/create-public-dns-name.md): Use a fully qualified domain name (FQDN) for a LoadBalancer Service - [Expose a Service](https://docs.coreweave.com/products/networking/ingress-service/expose-service-dns.md): Use a LoadBalancer Service to expose Pods on CKS to the public Internet - [Bring Your Own IP](https://docs.coreweave.com/products/networking/ip/bring-your-own-ip.md): Use your own IPv4 address space on CoreWeave Cloud, including LOA submission and pricing details - [Public IPv4](https://docs.coreweave.com/products/networking/ip/public-ipv4.md): Learn about public IPv4 addresses for hosting publicly accessible services on CoreWeave Cloud - [Virtual Private Clouds (VPCs)](https://docs.coreweave.com/products/networking/vpc/about-vpcs.md): Virtual Private Clouds provide network isolation and custom addressing for CKS clusters - [Create and Manage VPCs](https://docs.coreweave.com/products/networking/vpc/create-manage-vpcs.md): How to create and manage Virtual Private Clouds on CoreWeave Kubernetes Service - [VPC API](https://docs.coreweave.com/products/networking/vpc/vpc-api.md): REST and gRPC API for creating, listing, updating, and deleting CoreWeave VPCs. - [Create VPC](https://docs.coreweave.com/products/networking/vpc/vpc-api/vpcservice/create-vpc.md): Create a new CoreWeave VPC with optional host prefixes, VPC prefixes, and ingress/egress policy. - [Delete VPC](https://docs.coreweave.com/products/networking/vpc/vpc-api/vpcservice/delete-vpc.md): Delete a CoreWeave VPC by its unique ID. - [Get VPC](https://docs.coreweave.com/products/networking/vpc/vpc-api/vpcservice/get-vpc.md): Fetch a single CoreWeave VPC by its unique ID. - [List VPCs](https://docs.coreweave.com/products/networking/vpc/vpc-api/vpcservice/list-vpcs.md): Fetch every VPC the caller can read across all Availability Zones. - [Update VPC](https://docs.coreweave.com/products/networking/vpc/vpc-api/vpcservice/update-vpc.md): Update selected fields on a CoreWeave VPC using a field mask. - [VPC CIDR Blocks](https://docs.coreweave.com/products/networking/vpc/vpc-cidr.md): Learn how VPCs use CIDR notation to define address ranges - [About CoreWeave sandboxes](https://docs.coreweave.com/products/sandboxes.md): Run untrusted code in isolated environments on the CKS capacity you already have. - [Sandbox Python client](https://docs.coreweave.com/products/sandboxes/client.md): Python SDK for creating and managing CoreWeave sandbox environments. - [Cleanup patterns](https://docs.coreweave.com/products/sandboxes/client/guides/cleanup-patterns.md): Patterns for reliable sandbox cleanup and resource management. - [Discover available infrastructure](https://docs.coreweave.com/products/sandboxes/client/guides/discovery.md): Use the discovery API to find runners, profiles, and capacity before you create sandboxes. - [Environment variables](https://docs.coreweave.com/products/sandboxes/client/guides/environment-variables.md): Set and manage environment variables in CWSandbox instances, including session-level defaults - [Command execution](https://docs.coreweave.com/products/sandboxes/client/guides/execution.md): Run commands in sandboxes with streaming, process control, and error handling. - [File operations](https://docs.coreweave.com/products/sandboxes/client/guides/file-operations.md): Read, write, and manage files within CoreWeave sandbox instances using the CWSandbox client - [Interactive shells and TTY](https://docs.coreweave.com/products/sandboxes/client/guides/interactive-shells.md): Use interactive TTY sessions with shell() for terminal applications and raw byte streaming. - [Sandbox logging](https://docs.coreweave.com/products/sandboxes/client/guides/logging.md): Stream logs from a sandbox's main process with stream_logs() for monitoring and debugging. - [Remote functions](https://docs.coreweave.com/products/sandboxes/client/guides/remote-functions.md): Execute Python functions inside sandboxes with automatic serialization. - [RL training](https://docs.coreweave.com/products/sandboxes/client/guides/rl-training.md): Use sandboxes for reinforcement learning training environments. - [Sandbox configuration](https://docs.coreweave.com/products/sandboxes/client/guides/sandbox-configuration.md): Configure sandbox resources, images, networking, annotations, secrets, and storage. - [Sandbox lifecycle](https://docs.coreweave.com/products/sandboxes/client/guides/sandbox-lifecycle.md): Understand sandbox states, creation patterns, waiting, and shutdown behavior. - [Sessions](https://docs.coreweave.com/products/sandboxes/client/guides/sessions.md): Group and manage multiple sandboxes with sessions. - [SUNK Pod Scheduler integration](https://docs.coreweave.com/products/sandboxes/client/guides/sunk-integration.md): Run CoreWeave sandboxes alongside Slurm workloads using the SUNK Pod Scheduler - [SWE-bench](https://docs.coreweave.com/products/sandboxes/client/guides/swebench.md): Run SWE-bench evaluations using CoreWeave sandboxes. - [Sync vs. async patterns](https://docs.coreweave.com/products/sandboxes/client/guides/sync-vs-async.md): Choose between synchronous and asynchronous patterns in the CoreWeave sandbox Python SDK. - [Troubleshooting](https://docs.coreweave.com/products/sandboxes/client/guides/troubleshooting.md): Common errors and solutions for the CoreWeave sandbox Python client. - [AuthHeaders](https://docs.coreweave.com/products/sandboxes/client/ref/configuration/auth-headers.md): Resolved authentication headers and strategy used. - [NetworkOptions](https://docs.coreweave.com/products/sandboxes/client/ref/configuration/network-options.md): Network configuration for sandbox ingress and egress, including modes and exposed ports for cwsandbox runners. - [SandboxStatus](https://docs.coreweave.com/products/sandboxes/client/ref/configuration/sandbox-status.md): Sandbox lifecycle status enum values for the cwsandbox client, covering states like running, paused, and terminated. - [Secret](https://docs.coreweave.com/products/sandboxes/client/ref/configuration/secret.md): A secret to inject from a store into a sandbox environment variable. - [Serialization](https://docs.coreweave.com/products/sandboxes/client/ref/configuration/serialization.md): Serialization modes for sandbox function execution. - [set_auth_mode](https://docs.coreweave.com/products/sandboxes/client/ref/configuration/set-auth-mode.md): Set the active authentication mode for cwsandbox in the current process using a custom AuthHeaders callback. - [Sandbox](https://docs.coreweave.com/products/sandboxes/client/ref/core/sandbox.md): CWSandbox client class with a sync/async hybrid API for running, executing, and managing remote sandbox processes. - [SandboxDefaults](https://docs.coreweave.com/products/sandboxes/client/ref/core/sandbox-defaults.md): Immutable configuration defaults for sandbox creation. - [Session](https://docs.coreweave.com/products/sandboxes/client/ref/core/session.md): Manages sandbox lifecycle and provides function execution. - [Functions](https://docs.coreweave.com/products/sandboxes/client/ref/discovery/functions.md): Discovery API functions for listing available cwsandbox runners and profiles, with filters for capacity and modes. - [Types](https://docs.coreweave.com/products/sandboxes/client/ref/discovery/types.md): Data types returned by cwsandbox discovery functions, including Runner, RunnerResources, and Profile fields. - [Exceptions](https://docs.coreweave.com/products/sandboxes/client/ref/exceptions/exceptions.md): Exception hierarchy used by the cwsandbox client for authentication, sandbox lifecycle, and discovery error handling. - [OperationRef](https://docs.coreweave.com/products/sandboxes/client/ref/types/operation-ref.md): Generic ref for async operations with lazy result retrieval. - [Process](https://docs.coreweave.com/products/sandboxes/client/ref/types/process.md): Handle for a running process with streaming stdout/stderr. - [ProcessResult](https://docs.coreweave.com/products/sandboxes/client/ref/types/process-result.md): ProcessResult dataclass returned by cwsandbox streaming exec calls, with stdout, stderr, exit code, and command. - [RemoteFunction](https://docs.coreweave.com/products/sandboxes/client/ref/types/remote-function.md): Wrapper for remote function execution in sandboxes. - [StreamReader](https://docs.coreweave.com/products/sandboxes/client/ref/types/stream-reader.md): StreamReader for cwsandbox output streams that supports both synchronous and asynchronous iteration over data. - [StreamWriter](https://docs.coreweave.com/products/sandboxes/client/ref/types/stream-writer.md): Sync and async writer for streaming input to a process. - [TerminalResult](https://docs.coreweave.com/products/sandboxes/client/ref/types/terminal-result.md): TerminalResult returned after a cwsandbox terminal session, exposing the exit code and the executed command. - [TerminalSession](https://docs.coreweave.com/products/sandboxes/client/ref/types/terminal-session.md): Handle for an interactive TTY session in a sandbox. - [results](https://docs.coreweave.com/products/sandboxes/client/ref/utilities/results.md): Block for one or more OperationRefs and return results. - [wait](https://docs.coreweave.com/products/sandboxes/client/ref/utilities/wait.md): Wait for waitables to complete, return (done, pending). - [Cleanup](https://docs.coreweave.com/products/sandboxes/client/tutorial/cleanup.md): Terminate sandboxes and manage cleanup with context managers, explicit stops, and global atexit handlers. - [Configuration](https://docs.coreweave.com/products/sandboxes/client/tutorial/configuration.md): Configure sandbox resources, images, and environment settings. - [File operations](https://docs.coreweave.com/products/sandboxes/client/tutorial/files.md): Tutorial for uploading and downloading files to and from CoreWeave sandbox instances - [Multiple sandboxes](https://docs.coreweave.com/products/sandboxes/client/tutorial/multiple-sandboxes.md): Tutorial for managing multiple CoreWeave sandbox instances using sessions with shared defaults - [Remote functions](https://docs.coreweave.com/products/sandboxes/client/tutorial/remote-functions.md): Run Python functions inside sandboxes with automatic serialization. - [Run commands in a sandbox environment](https://docs.coreweave.com/products/sandboxes/client/tutorial/running-commands.md): Execute commands inside a sandbox and capture output. - [Stream real-time output from a sandbox](https://docs.coreweave.com/products/sandboxes/client/tutorial/streaming.md): Stream command output in real time from a sandbox. - [Get started with CoreWeave sandboxes](https://docs.coreweave.com/products/sandboxes/get-started.md): Create a profile, enable a runner on a CKS cluster, and run your first sandbox. - [About CoreWeave Storage](https://docs.coreweave.com/products/storage.md): Overview of CoreWeave AI Object Storage, Distributed File Storage, Dedicated VAST Storage, and Local Storage - [Dedicated VAST Storage](https://docs.coreweave.com/products/storage/dedicated-vast.md): Single-tenant VAST clusters co-located with CoreWeave GPUs for physical isolation and petabyte-scale storage - [About Dedicated VAST Storage](https://docs.coreweave.com/products/storage/dedicated-vast/about.md): Capacity, performance, and high availability for single-tenant VAST storage on CoreWeave. - [Cluster management](https://docs.coreweave.com/products/storage/dedicated-vast/cluster-management.md): Manage your Dedicated VAST cluster with VMS, including user accounts, SSO, QoS policies, and quotas - [Data services](https://docs.coreweave.com/products/storage/dedicated-vast/data-services.md): VAST Catalog, DataEngine, DataBase, Global Access, SyncEngine, and snapshot policies on Dedicated VAST clusters. - [Get started with Dedicated VAST](https://docs.coreweave.com/products/storage/dedicated-vast/get-started.md): Post-provisioning checklist for connecting your CKS workloads to a Dedicated VAST cluster. - [Protocols and data access](https://docs.coreweave.com/products/storage/dedicated-vast/protocols-and-access.md): Access Dedicated VAST clusters using NFS, S3, NVMe/TCP, or SQL protocols with Kubernetes CSI drivers - [Security](https://docs.coreweave.com/products/storage/dedicated-vast/security.md): Data isolation, encryption, audit logging, and the shared responsibility model for Dedicated VAST clusters - [About Distributed File Storage](https://docs.coreweave.com/products/storage/distributed-file-storage/about.md): High-performance distributed file storage with snapshot and efficient deletion features for CKS workloads - [Persistent Volume Management Operator](https://docs.coreweave.com/products/storage/distributed-file-storage/about-pvmo.md): Learn about the Persistent Volume Management Operator (PVMO) for managing DFS volumes in CKS - [Create Distributed File Storage volumes](https://docs.coreweave.com/products/storage/distributed-file-storage/create-volumes.md): Deploy distributed file storage volumes using PVCs on CKS - [Delete Files with VAST trash](https://docs.coreweave.com/products/storage/distributed-file-storage/delete-files.md): Delete files from Distributed File Storage using the VAST trash directory - [Manage quotas](https://docs.coreweave.com/products/storage/distributed-file-storage/manage-quotas.md): Manage Distributed File Storage quotas per CKS cluster, including limits, monitoring, and increase requests. - [Manage Distributed File Storage Volumes](https://docs.coreweave.com/products/storage/distributed-file-storage/manage-volumes.md): How to manage, optimize, and maintain distributed file storage volumes on CKS - [About local storage](https://docs.coreweave.com/products/storage/local-storage.md): High-performance, encrypted NVMe-backed ephemeral storage on CoreWeave Nodes for scratch space and caching - [CoreWeave AI Object Storage](https://docs.coreweave.com/products/storage/object-storage.md): Purpose-built, S3-compatible object storage for AI training data, checkpoints, and model weights - [About CoreWeave AI Object Storage](https://docs.coreweave.com/products/storage/object-storage/about.md): Highly reliable, performant Object Storage designed for AI workloads - [About Authentication and Access Control](https://docs.coreweave.com/products/storage/object-storage/auth-access/about.md): Authentication and authorization for AI Object Storage - [Audit logging for AI Object Storage](https://docs.coreweave.com/products/storage/object-storage/auth-access/audit-logging.md): Granular records of actions performed on your CoreWeave AI Object Storage resources - [About bucket access policies](https://docs.coreweave.com/products/storage/object-storage/auth-access/bucket-access/bucket-policies.md): Learn to control user actions on specific resources - [Bucket access policy examples](https://docs.coreweave.com/products/storage/object-storage/auth-access/bucket-access/examples.md): Example bucket access policies for AI Object Storage - [Manage bucket policies](https://docs.coreweave.com/products/storage/object-storage/auth-access/bucket-access/manage-bucket-policies.md): How to manage bucket policies in CoreWeave AI Object Storage - [Create a CoreWeave API Access Token](https://docs.coreweave.com/products/storage/object-storage/auth-access/create-access-tokens.md): Get API access tokens for the CoreWeave Cloud Console - [About access keys](https://docs.coreweave.com/products/storage/object-storage/auth-access/manage-access-keys/about.md): Understand the two methods for creating access keys to authenticate against AI Object Storage - [Create access keys](https://docs.coreweave.com/products/storage/object-storage/auth-access/manage-access-keys/create-keys.md): Create access keys for Object Storage using Cloud Console or API calls - [Revoke access keys](https://docs.coreweave.com/products/storage/object-storage/auth-access/manage-access-keys/revoke-keys.md): Revoke Object Storage access keys using the Cloud Console or the Object Storage API - [About organization access policies](https://docs.coreweave.com/products/storage/object-storage/auth-access/organization-policies/about.md): Learn about AI Object Storage organization access policies - [Console permissions reference](https://docs.coreweave.com/products/storage/object-storage/auth-access/organization-policies/console-permissions.md): Permissions required to perform AI Object Storage actions in the Cloud Console - [Organization access policies examples](https://docs.coreweave.com/products/storage/object-storage/auth-access/organization-policies/examples.md): View examples of AI Object Storage organization access policies - [Manage organization access policies](https://docs.coreweave.com/products/storage/object-storage/auth-access/organization-policies/manage.md): Control access to all principals and resources across the entire organization - [About policies](https://docs.coreweave.com/products/storage/object-storage/auth-access/policies.md): How organization-level and bucket-level access policies are evaluated for AI Object Storage requests - [Workload Identity Federation for AI Object Storage](https://docs.coreweave.com/products/storage/object-storage/auth-access/workload-identity-federation/about.md): Secure access to AI Object Storage using external identity providers - [Using Workload Identity Federation with SAML](https://docs.coreweave.com/products/storage/object-storage/auth-access/workload-identity-federation/saml-workload-federation.md): Exchange SAML assertions for temporary AI Object Storage credentials using Workload Identity Federation - [Using Workload Identity Federation with OIDC](https://docs.coreweave.com/products/storage/object-storage/auth-access/workload-identity-federation/use-oidc-tokens.md): Exchange OIDC tokens for temporary AI Object Storage credentials using Workload Identity Federation - [About buckets](https://docs.coreweave.com/products/storage/object-storage/buckets/about.md): Learn about AI Object Storage buckets as primary organizational containers, including prerequisites - [Use conditional requests](https://docs.coreweave.com/products/storage/object-storage/buckets/conditional-requests.md): Skip unnecessary downloads and prevent accidental overwrites using conditional request headers - [Enable Web Browser Access with CORS](https://docs.coreweave.com/products/storage/object-storage/buckets/configure-cors.md): Configure CORS policies to allow web browsers to access your Object Storage buckets from different domains. - [Create buckets](https://docs.coreweave.com/products/storage/object-storage/buckets/create-bucket.md): Create CoreWeave AI Object Storage buckets with Cloud Console or CLI clients. - [About Inventory Reporting for CoreWeave AI Object Storage](https://docs.coreweave.com/products/storage/object-storage/buckets/inventory-reporting.md): Understanding inventory reports for CoreWeave AI Object Storage buckets and objects - [Configure Inventory Reporting for CoreWeave AI Object Storage](https://docs.coreweave.com/products/storage/object-storage/buckets/inventory-reporting/configure.md): How to configure inventory reports for CoreWeave AI Object Storage buckets and objects - [Manage buckets](https://docs.coreweave.com/products/storage/object-storage/buckets/manage-buckets.md): How to manage CoreWeave AI Object Storage buckets with popular S3 clients. - [Versioned buckets](https://docs.coreweave.com/products/storage/object-storage/buckets/rclone-versioned-buckets.md): Manage versioned buckets with rclone and the AWS CLI. - [Rename objects](https://docs.coreweave.com/products/storage/object-storage/buckets/rename-objects.md): Use the atomic server-side RenameObject API to rename objects within an AI Object Storage bucket - [About SSE-C](https://docs.coreweave.com/products/storage/object-storage/buckets/server-side-encryption/about-sse-c.md): Understanding server-side encryption with customer keys for AI Object Storage - [Use SSE-C](https://docs.coreweave.com/products/storage/object-storage/buckets/server-side-encryption/use-sse-c.md): How to implement server-side encryption with customer keys (SSE-C) with CoreWeave AI Object Storage - [Get Started with AI Object Storage](https://docs.coreweave.com/products/storage/object-storage/get-started-caios.md): Set up AI Object Storage authentication, policies, and storage access for enterprise workloads - [Local Object Transport Accelerator (LOTA)](https://docs.coreweave.com/products/storage/object-storage/improving-performance/about-lota.md): Learn about LOTA, an intelligent caching proxy on GPU and CPU Nodes that accelerates AI Object Storage retrieval - [Benchmarking with Warp](https://docs.coreweave.com/products/storage/object-storage/improving-performance/benchmarking-warp.md): How to use Warp to benchmark CoreWeave AI Object Storage performance - [Performance best practices](https://docs.coreweave.com/products/storage/object-storage/improving-performance/best-practices.md): Best practices for maximizing read performance and using the LOTA (Local Object Transport Accelerator) cache effectively - [Pre-stage the LOTA cache](https://docs.coreweave.com/products/storage/object-storage/improving-performance/prestage-cache.md): Proactively warm the LOTA cache by pre-loading entire objects with a single HeadObject call - [Manage quotas and limits](https://docs.coreweave.com/products/storage/object-storage/manage-quotas.md): Manage quotas and limits for CoreWeave AI Object Storage - [Migrate data to AI Object Storage](https://docs.coreweave.com/products/storage/object-storage/migrate-data.md): Use s5cmd or Rclone to migrate data to AI Object Storage - [About Object Storage APIs](https://docs.coreweave.com/products/storage/object-storage/reference/about.md): Introduction to the S3-compatible API and the AI Object Storage API for identity and access management - [AI Object Storage API](https://docs.coreweave.com/products/storage/object-storage/reference/object-storage-api-ref.md): Manage organization-wide access policies, bucket settings, and access keys - [AI Object Storage S3 Compatibility](https://docs.coreweave.com/products/storage/object-storage/reference/object-storage-s3.md): Supported S3-compatible features and calls for CoreWeave AI Object Storage - [Manage AI Object Storage with Terraform](https://docs.coreweave.com/products/storage/object-storage/use-terraform-aws-provider.md): Use Terraform to manage CoreWeave AI Object Storage infrastructure as code - [Connect to Object Storage](https://docs.coreweave.com/products/storage/object-storage/using-object-storage/about.md): Authentication methods and client setup for CoreWeave AI Object Storage - [Set Endpoints](https://docs.coreweave.com/products/storage/object-storage/using-object-storage/configure-endpoints.md): Set AI Object Storage endpoints with virtual-hosted style addressing - [Using Cyberduck with CoreWeave AI Object Storage](https://docs.coreweave.com/products/storage/object-storage/using-object-storage/cyberduck.md): How to manage CoreWeave AI Object Storage buckets and objects with Cyberduck - [Manage objects](https://docs.coreweave.com/products/storage/object-storage/using-object-storage/manage-objects.md): Upload, list, delete, and rename objects in AI Object Storage buckets - [Configure AWS CLI and boto3 for AI Object Storage](https://docs.coreweave.com/products/storage/object-storage/using-object-storage/s3-clients/aws.md): How to configure AWS CLI and boto3 to use CoreWeave AI Object Storage - [Configure rclone for AI Object Storage](https://docs.coreweave.com/products/storage/object-storage/using-object-storage/s3-clients/rclone.md): How to manage CoreWeave AI Object Storage buckets and objects with rclone - [Configure s3cmd for AI Object Storage](https://docs.coreweave.com/products/storage/object-storage/using-object-storage/s3-clients/s3cmd.md): How to configure s3cmd to use CoreWeave AI Object Storage - [About SUNK](https://docs.coreweave.com/products/sunk.md): Highly scalable cluster resource management and job scheduling for training workloads - [Connect to the Slurm Login node](https://docs.coreweave.com/products/sunk/access_sunk/connect-to-slurm-login-node.md): Connect to an individual Slurm login node using SSH - [Tunnel VS Code for development on Slurm](https://docs.coreweave.com/products/sunk/access_sunk/vs-code-with-slurm.md): Use VS Code tunnels with SUNK to develop on compute nodes - [Configure Compute nodes](https://docs.coreweave.com/products/sunk/deploy_sunk/configure-compute-nodes.md): Define and configure Slurm compute node resources in YAML manifests for SUNK workloads - [Configure individual Login pods](https://docs.coreweave.com/products/sunk/deploy_sunk/configure-slurm-individual-login.md): Enable and configure per-user Slurm login pods in SUNK with directory service integration - [Create a SUNK cluster](https://docs.coreweave.com/products/sunk/deploy_sunk/create-sunk-cluster.md): Create a managed self-service SUNK cluster on CKS using the Cloud Console or a SunkCluster custom resource - [Manage deployments with CI and GitOps](https://docs.coreweave.com/products/sunk/deploy_sunk/manage-deployment-with-ci.md): Manage SUNK and Slurm cluster deployments using ArgoCD and GitOps-based CI workflows - [Compute and Login nodes](https://docs.coreweave.com/products/sunk/discover_sunk/compute_and_login_nodes.md): Understand the roles of SUNK compute nodes and login nodes as Kubernetes Pods running Slurm - [Node Controller](https://docs.coreweave.com/products/sunk/discover_sunk/node-controller.md): How the SUNK Node Controller synchronizes data between Kubernetes Nodes and NodeSet Pods - [Node Locking](https://docs.coreweave.com/products/sunk/discover_sunk/node-locking.md): How SUNK locks Kubernetes Nodes to prevent other workloads during active Slurm job execution - [NodeSet](https://docs.coreweave.com/products/sunk/discover_sunk/nodeset.md): The NodeSet CRD that represents a set of Slurm nodes as Kubernetes Pods with 1:1 Node mapping - [Pod Controller](https://docs.coreweave.com/products/sunk/discover_sunk/pod-controller.md): How the SUNK Pod Controller synchronizes data from Kubernetes Nodes to Pods for cordon and lock state - [SUNK Pod Scheduler](https://docs.coreweave.com/products/sunk/discover_sunk/scheduler.md): How the SUNK Pod Scheduler uses Slurm's scheduling mechanism to schedule Kubernetes Pods - [SlurmCluster](https://docs.coreweave.com/products/sunk/discover_sunk/slurmcluster.md): The SlurmCluster CRD that configures cluster-wide Slurm information and generates topology files - [Introduction to GPU Straggler Detection](https://docs.coreweave.com/products/sunk/discover_sunk/straggler-detection.md): Learn about CoreWeave Mission Control™ GPU Straggler Detection - [Syncer](https://docs.coreweave.com/products/sunk/discover_sunk/syncer.md): How the SUNK Syncer bidirectionally synchronizes state between Slurm nodes and Kubernetes Pods - [Three-layer orchestration model](https://docs.coreweave.com/products/sunk/discover_sunk/three-layers-of-orchestration.md): Understand CoreWeave's three-layer orchestration model - [Use sidecar containers with SUNK](https://docs.coreweave.com/products/sunk/manage_sunk/add-sidecars-to-slurm-nodes.md): Add sidecar containers to Slurm compute and login node pods - [Drain and undrain Slurm nodes](https://docs.coreweave.com/products/sunk/manage_sunk/drain-and-undrain-nodes.md): Identify the reason a node was drained, manually drain and undrain nodes - [Set up AppArmor profile for enroot](https://docs.coreweave.com/products/sunk/manage_sunk/enroot-apparmor.md): Configure the recommended AppArmor profile for enroot unprivileged containers on SUNK compute nodes - [Interact with SUNK using kubectl](https://docs.coreweave.com/products/sunk/manage_sunk/interact-with-kubernetes.md): Use kubectl to interact with SUNK Kubernetes resources, access logs, and restart the Slurm Controller - [Address nodes in the INVAL state](https://docs.coreweave.com/products/sunk/manage_sunk/inval-node-state.md): Troubleshoot Slurm nodes in the INVAL state caused by configuration mismatches between slurm.conf and slurmd - [Manage users with a directory service](https://docs.coreweave.com/products/sunk/manage_sunk/manage_cluster_access/directory-services.md): Manage SUNK user accounts with an external directory service - [Manage users in SUNK](https://docs.coreweave.com/products/sunk/manage_sunk/manage_cluster_access/nsscache.md): Enable automatic user provisioning for SUNK with nsscache - [Provision users in SUNK](https://docs.coreweave.com/products/sunk/manage_sunk/manage_cluster_access/sunk_user_provisioning.md): Set up SUNK User Provisioning (SUP) with CoreWeave IAM - [Share storage across Slurm nodes](https://docs.coreweave.com/products/sunk/manage_sunk/shared-storage.md): Create and mount Persistent Volume Claims as shared storage across Slurm compute and login nodes in SUNK - [Monitor Slurm job states](https://docs.coreweave.com/products/sunk/manage_sunk/slurm-job-states.md): View real-time and historic information about Slurm jobs - [Monitor Slurm node states](https://docs.coreweave.com/products/sunk/manage_sunk/slurm-node-states.md): Learn about the different states a Slurm node can be in, and how to check the state of a node. - [Address nodes stuck during cleanup operations](https://docs.coreweave.com/products/sunk/manage_sunk/stuck-slurm-nodes.md): Troubleshooting steps for Slurm nodes stuck in the Completing state - [Manage memory with cache-dropper](https://docs.coreweave.com/products/sunk/optimize_workloads/cache-dropper.md): Use cache-dropper to manage memory between exclusive Slurm jobs on a node - [Create custom images](https://docs.coreweave.com/products/sunk/optimize_workloads/custom-images.md): Customize published SUNK images using Dockerfiles and configure them for compute and login nodes - [Enable GPU Straggler Detection](https://docs.coreweave.com/products/sunk/optimize_workloads/enable-gpu-straggler-detection.md): Install and configure the GPU Straggler Detection plugin in SUNK to monitor GPUs and detect distributed-job hangs. - [Customize cluster behavior with Lua plugins](https://docs.coreweave.com/products/sunk/optimize_workloads/lua-plugins.md): Use Slurm's custom job submit script to enforce rules and control job submissions on SUNK clusters. - [NVSHMEM and GDRCopy Support](https://docs.coreweave.com/products/sunk/optimize_workloads/nvshmem-gdrcopy.md): Use NVSHMEM and GDRCopy for high-performance GPU-to-GPU communication - [Manage resource binding with task plugins](https://docs.coreweave.com/products/sunk/optimize_workloads/task-plugins.md): Optimize performance by binding tasks to common resources within a node - [Topology/Block Scheduling in Slurm](https://docs.coreweave.com/products/sunk/optimize_workloads/topology-scheduling.md): Configure topology and block scheduling in Slurm for optimized job placement on NVLink-connected GPU systems - [SCIM parameter reference](https://docs.coreweave.com/products/sunk/reference/nsscache_reference.md): Complete reference of configurable SCIM parameters for SUNK user identity management - [Slurm images](https://docs.coreweave.com/products/sunk/reference/slurm-images.md): Reference for SUNK-built Slurm container images, including base and extras variants with supported CUDA versions - [Slurm login parameter reference](https://docs.coreweave.com/products/sunk/reference/slurm-login-parameters.md): Complete parameter reference for the Slurm login Helm chart, including directory cache and affinity settings - [Slurm parameter reference](https://docs.coreweave.com/products/sunk/reference/slurm-parameters.md): Complete parameter reference for the Slurm Helm chart, including accounting, compute, and deployment settings - [SUNK parameter reference](https://docs.coreweave.com/products/sunk/reference/sunk-parameters.md): Complete parameter reference for the SUNK operator Helm chart, including image, MySQL, and NVIDIA plugin settings - [SUNK to Slurm version mapping](https://docs.coreweave.com/products/sunk/reference/sunk-slurm-versions.md): Mapping table between SUNK release versions and their corresponding Slurm versions - [SunkCluster CR](https://docs.coreweave.com/products/sunk/reference/sunkcluster-reference.md): Reference parameters for the SunkCluster custom resource that defines a managed SUNK cluster - [Create and configure Prolog and Epilog scripts](https://docs.coreweave.com/products/sunk/run_workloads/create-prolog-epilog.md): Create Kubernetes ConfigMaps with Prolog and Epilog scripts and configure SUNK to run them with Slurm jobs - [Use Docker in SUNK](https://docs.coreweave.com/products/sunk/run_workloads/docker-in-docker.md): Enable Docker-in-Docker inside SUNK clusters by configuring AppArmor, privileged pods, and s6 services - [Manage resources with the SUNK Pod Scheduler](https://docs.coreweave.com/products/sunk/run_workloads/manage-scheduler-resources.md): Configure Node sharing, resource allocation, and GPU management for Kubernetes Pods scheduled through Slurm - [Run Prolog and Epilog scripts on SUNK](https://docs.coreweave.com/products/sunk/run_workloads/prolog-epilog.md): Overview of Slurm Prolog and Epilog scripts in SUNK, including how they work and failure handling behavior - [Run custom scripts with s6](https://docs.coreweave.com/products/sunk/run_workloads/run-scripts-with-s6.md): Run custom longrun and oneshot scripts on SUNK compute and login nodes using the s6 service manager - [Schedule Kubernetes Pods with the SUNK Pod Scheduler](https://docs.coreweave.com/products/sunk/run_workloads/schedule-kubernetes-pods.md): Schedule Kubernetes Pods alongside Slurm jobs using the SUNK Pod Scheduler - [Static CPU allocation and the SUNK Pod Scheduler](https://docs.coreweave.com/products/sunk/run_workloads/static-cpu-allocation.md): Why Kubernetes static CPU allocation is incompatible with the SUNK Pod Scheduler and how to prevent Node drains. - [Use scrontab to schedule recurring batch jobs](https://docs.coreweave.com/products/sunk/run_workloads/using-scrontab.md): Schedule recurring batch jobs in SUNK using scrontab, a cron-like Slurm utility for automated job submission - [Run GitHub Actions Runners on SUNK](https://docs.coreweave.com/products/sunk/tutorials/github-actions-runners.md): Deploy self-hosted GitHub Actions runners using Actions Runner Controller (ARC) - [Run notebooks on SUNK](https://docs.coreweave.com/products/sunk/tutorials/notebooks-on-sunk.md): Run interactive marimo and Jupyter notebooks on SUNK clusters with GPU resources - [Profile Python applications on SUNK](https://docs.coreweave.com/products/sunk/tutorials/profiling-python-apps-in-kubernetes.md): Profile Python applications running in Slurm jobs using py-spy and Linux perf tools - [Run Ray on SUNK](https://docs.coreweave.com/products/sunk/tutorials/ray-on-sunk.md): Integrate Ray's distributed computing framework with SUNK's Slurm-based scheduler for parallel workloads - [Run SkyPilot on SUNK](https://docs.coreweave.com/products/sunk/tutorials/skypilot-on-sunk.md): Use SkyPilot to run containerized GPU workloads and interactive development sessions on SUNK - [Run SWE-bench in SUNK with Docker](https://docs.coreweave.com/products/sunk/tutorials/swe-bench-in-sunk.md): Run the SWE-bench LLM benchmark on SUNK using Docker-in-Docker with GPU resources - [Run torchforge on SUNK](https://docs.coreweave.com/products/sunk/tutorials/torchforge-on-sunk.md): Run Grouped Relative Policy Optimization (GRPO) training with torchforge on SUNK - [Train on SUNK](https://docs.coreweave.com/products/sunk/tutorials/train-on-sunk.md): Multi-part tutorial for training a model on SUNK using Slurm, from cluster setup to job monitoring - [1. Set up a Slurm cluster](https://docs.coreweave.com/products/sunk/tutorials/train-on-sunk/1-set-up-slurm-cluster.md): Connect to a Slurm login node via SSH and verify cluster access to begin training on SUNK - [2. Submit a simple job to the cluster](https://docs.coreweave.com/products/sunk/tutorials/train-on-sunk/2-submit-simple-job.md): Prepare and submit a basic Slurm batch job script with SBATCH directives and environment variables - [3. Submit a training job with PyTorch or TensorFlow](https://docs.coreweave.com/products/sunk/tutorials/train-on-sunk/3-submit-a-training-job.md): Submit multi-node, multi-GPU distributed training jobs using PyTorch torchrun on Slurm - [4. Monitor jobs with Grafana](https://docs.coreweave.com/products/sunk/tutorials/train-on-sunk/4-monitor-jobs.md): Monitor Slurm training jobs using CoreWeave's Grafana dashboards for GPU utilization and performance metrics - [Run veRL on SUNK](https://docs.coreweave.com/products/sunk/tutorials/verl-on-sunk.md): Run Group Relative Policy Optimization (GRPO) training with veRL on SUNK - [Pricing](https://docs.coreweave.com/redirects/billing/pricing.md): Redirect to the CoreWeave pricing page on coreweave.com for current GPU, CPU, storage, and network pricing details. - [CoreWeave Kubernetes Service (CKS)](https://docs.coreweave.com/redirects/compute/cks.md): Overview of CoreWeave Kubernetes Service (CKS) for running managed Kubernetes on bare-metal infrastructure - [Inference](https://docs.coreweave.com/redirects/compute/inference.md): Deploy and serve AI models on CoreWeave with serverless, dedicated, or self-managed inference options - [CoreWeave Sandbox](https://docs.coreweave.com/redirects/compute/sandbox.md): Ephemeral compute sandboxes with a Python client for agents and remote code execution. - [SUNK](https://docs.coreweave.com/redirects/compute/sunk.md): Overview of SUNK for running HPC and AI training workloads with Slurm on CoreWeave - [Inference API reference](https://docs.coreweave.com/redirects/inference/api-overview.md): API reference for the CoreWeave Inference service - [Direct Connect](https://docs.coreweave.com/redirects/networking/direct-connect.md): Private dedicated network connections between your infrastructure and the CoreWeave cloud platform - [HPC Interconnect](https://docs.coreweave.com/redirects/networking/hpc-interconnect.md): High-performance interconnect options for GPU-to-GPU communication on CoreWeave, including InfiniBand and RoCE - [Ingress Service](https://docs.coreweave.com/redirects/networking/ingress-service.md): Expose services running on CKS to the internet using public DNS and load balancing - [IP Addresses](https://docs.coreweave.com/redirects/networking/ip-addresses.md): Public and private IP address options available for CoreWeave Cloud instances and services - [Virtual Private Clouds (VPCs)](https://docs.coreweave.com/redirects/networking/vpc.md): Virtual Private Clouds for isolated network environments on CoreWeave with custom IP addressing - [CoreWeave AI Object Storage](https://docs.coreweave.com/redirects/storage/caios.md): CoreWeave AI Object Storage for high-performance, S3-compatible storage optimized for AI workloads - [Distributed File Storage](https://docs.coreweave.com/redirects/storage/dfs.md): Distributed File Storage for shared, persistent file volumes across CoreWeave Kubernetes workloads - [Local Storage](https://docs.coreweave.com/redirects/storage/local.md): High-performance NVMe-backed ephemeral storage on CoreWeave Nodes for scratch space and temporary data - [Dedicated VAST Storage](https://docs.coreweave.com/redirects/storage/vast.md): Single-tenant VAST clusters co-located with CoreWeave GPU infrastructure for isolation and petabyte-scale performance. - [Reference Home](https://docs.coreweave.com/reference-home.md): API references, Terraform resources, and technical specifications for CoreWeave products - [Introduction to CoreWeave Security](https://docs.coreweave.com/security.md): Introduction to CoreWeave's security approach across data protection, network isolation, and access management - [Security Architecture](https://docs.coreweave.com/security/architecture.md): CoreWeave's security architecture covering network design, scalability, identity management, and data protection - [Activate and sign in to your CoreWeave organization](https://docs.coreweave.com/security/authn-authz/activate-org.md): Activate your CoreWeave organization, log in to the Cloud Console, and set up SAML/SSO - [Manage API access tokens and kubeconfig files](https://docs.coreweave.com/security/authn-authz/manage-api-access-tokens.md): Create and manage API Access Tokens and their associated Kubeconfigs - [Manage users](https://docs.coreweave.com/security/authn-authz/manage-users.md): Manage users and user permissions in CoreWeave organizations - [API Access Tokens](https://docs.coreweave.com/security/authn-authz/managed-auth/api-access.md): Create and manage API Access Tokens for cluster and resource access - [Managed Auth](https://docs.coreweave.com/security/authn-authz/managed-auth/introduction.md): Abstracted authentication for simplified user management - [Organizations and users](https://docs.coreweave.com/security/authn-authz/orgs-users.md): Understand organizations, Org IDs, and the two primary user types within the CoreWeave platform - [Configure SAML SSO](https://docs.coreweave.com/security/authn-authz/saml-sso/configure-saml-sso.md): Step-by-step instructions for configuring SAML-based Single Sign-On for your CoreWeave organization - [Introduction to SAML and SSO](https://docs.coreweave.com/security/authn-authz/saml-sso/intro-saml-sso.md): Introduction to SAML and SSO authentication for CoreWeave Cloud using your existing identity provider - [Introduction to Automated User Provisioning (AUP)](https://docs.coreweave.com/security/automated-user-provisioning.md): Learn about Automated User Provisioning on CoreWeave - [Configure Automated User Provisioning with Microsoft Entra](https://docs.coreweave.com/security/automated-user-provisioning/configure-microsoft-entra.md): Configure CoreWeave Automated User Provisioning with Microsoft Entra - [Configure Automated User Provisioning with Okta](https://docs.coreweave.com/security/automated-user-provisioning/configure-okta.md): Configure CoreWeave Automated User Provisioning with Okta - [Identity and Access Management (IAM)](https://docs.coreweave.com/security/iam.md): CoreWeave's Identity and Access Management system for controlling access to Cloud Platform resources - [IAM Access Policies](https://docs.coreweave.com/security/iam/access-policies.md): CoreWeave IAM Access Policies for assigning permissions to users and groups across platform services - [Legacy User Permissions](https://docs.coreweave.com/security/iam/access-policies/legacy-permissions.md): Reference for the CoreWeave legacy group-based permissions model - [Manage IAM Access Policies](https://docs.coreweave.com/security/iam/access-policies/manage.md): Create, edit, and delete IAM access policies through the CoreWeave Cloud Console - [Support Access Management](https://docs.coreweave.com/security/support-access-management.md): Control and audit CoreWeave employee access to your CKS environment - [Compliance Programs](https://docs.coreweave.com/security/trust-compliance/compliance-programs.md): CoreWeave's alignment with SOC 2, ISO 27001, ISO 27017, and ISO 27018 compliance standards - [Trust Center](https://docs.coreweave.com/security/trust-compliance/trust-center.md): Access the CoreWeave Trust Center for security architecture, privacy, resilience, and compliance information - [CKS Workload Federation for AI Object Storage](https://docs.coreweave.com/security/tutorials/cks-object-storage-authentication.md): Authenticate CKS workloads to AI Object Storage using OIDC Workload Identity Federation - [Automatic authentication with the Pod Identity Webhook](https://docs.coreweave.com/security/tutorials/cks-object-storage-authentication/automatic.md): Configure automatic OIDC credential injection for AI Object Storage using the Pod Identity Webhook on CKS - [Manual OIDC token exchange for Object Storage](https://docs.coreweave.com/security/tutorials/cks-object-storage-authentication/manual.md): Manually configure OIDC Workload Identity Federation to authenticate CKS workloads to AI Object Storage - [Deploy network policies with CKS](https://docs.coreweave.com/security/tutorials/deploying-network-policies.md): Enforce Pod-level network segmentation on CKS clusters. - [eBPF Security Observability with Cilium Tetragon](https://docs.coreweave.com/security/tutorials/ebpf-observability.md): Real-time Kubernetes security observability with eBPF and Cilium Tetragon on CKS - [Contact Support](https://docs.coreweave.com/support.md): Contact CoreWeave support through the Cloud Console help portal or via email for technical assistance ## OpenAPI Specs - [openapi](https://docs.coreweave.com/api-reference/openapi.json)