# Verda Documentation

> Complete documentation for Verda Cloud — GPU instances, clusters, containers, inference, storage, and infrastructure tools.

Each link below resolves to the page's raw Markdown, served for LLMs and agents.
The whole corpus in one file is at https://docs.verda.com/llms-full.txt.

## Start Here
- [Overview](https://docs.verda.com/index.md)
- [Locations and Sustainability](https://docs.verda.com/welcome-to-verda/locations-and-sustainability/index.md)
- [Pricing and Billing](https://docs.verda.com/welcome-to-verda/pricing-and-billing/index.md)
- [Team Projects](https://docs.verda.com/welcome-to-verda/team-projects/index.md)
- [API Credentials](https://docs.verda.com/welcome-to-verda/api-credentials/index.md)
- [Quotas](https://docs.verda.com/welcome-to-verda/quotas/index.md)
- [Release Notes / General](https://docs.verda.com/welcome-to-verda/release-notes/index.md)
- [Release Notes / Instant Clusters](https://docs.verda.com/welcome-to-verda/release-notes/instant-clusters/index.md)
- [Release Notes / Verda API changes](https://docs.verda.com/welcome-to-verda/release-notes/verda-api-changes/index.md)
- [Support](https://docs.verda.com/welcome-to-verda/contact-support/index.md)

## Instances
- [Create an instance](https://docs.verda.com/cpu-and-gpu-instances/set-up-a-gpu-instance/index.md)
- [Secure your instance](https://docs.verda.com/cpu-and-gpu-instances/securing-your-instance/index.md)
- [Shutdown and delete](https://docs.verda.com/cpu-and-gpu-instances/shutdown-hibernate-and-delete/index.md)
- [Add a new user](https://docs.verda.com/cpu-and-gpu-instances/adding-a-new-user/index.md)
- [Manage SSH keys](https://docs.verda.com/cpu-and-gpu-instances/creating-an-ssh-key/index.md)
- [Connect to your server](https://docs.verda.com/cpu-and-gpu-instances/connecting-to-your-verda-server/index.md)
- [Access JupyterLab](https://docs.verda.com/cpu-and-gpu-instances/accessing-jupyterlab/index.md)
- [Use Jupyter with VS Code](https://docs.verda.com/cpu-and-gpu-instances/connecting-to-jupyter-notebook-with-vs-code/index.md)
- [Remote desktop access](https://docs.verda.com/cpu-and-gpu-instances/remote-desktop-access/index.md)
- [Troubleshoot SSH](https://docs.verda.com/cpu-and-gpu-instances/troubleshooting-ssh-connection-issues/index.md)
- [Confidential Computing](https://docs.verda.com/cpu-and-gpu-instances/confidential-computing/index.md)
- [Tips and tricks / Startup environment variables](https://docs.verda.com/cpu-and-gpu-instances/tips-and-tricks/setting-environment-variables-on-startup/index.md)
- [Tips and tricks / Copy files between block devices](https://docs.verda.com/cpu-and-gpu-instances/tips-and-tricks/best-ways-to-copy-files-between-two-block-devices/index.md)
- [Tips and tricks / Recovering lost SSH access](https://docs.verda.com/cpu-and-gpu-instances/tips-and-tricks/losing-ssh-access-to-your-machines/index.md)

## Clusters
- [Overview](https://docs.verda.com/clusters/instant-clusters/index.md)
- [Deploy an Instant Cluster](https://docs.verda.com/clusters/instant-clusters/deploying-your-cluster/index.md)
- [Job orchestrators / Kubernetes / Overview & architecture](https://docs.verda.com/clusters/instant-clusters/kubernetes/index.md)
- [Job orchestrators / Kubernetes / Getting started](https://docs.verda.com/clusters/instant-clusters/kubernetes/getting-started/index.md)
- [Job orchestrators / Kubernetes / Running multi-node workloads](https://docs.verda.com/clusters/instant-clusters/kubernetes/workloads/index.md)
- [Job orchestrators / Kubernetes / Job queueing (Kueue)](https://docs.verda.com/clusters/instant-clusters/kubernetes/queueing/index.md)
- [Job orchestrators / Kubernetes / Storage](https://docs.verda.com/clusters/instant-clusters/kubernetes/storage/index.md)
- [Job orchestrators / Kubernetes / Observability](https://docs.verda.com/clusters/instant-clusters/kubernetes/observability/index.md)
- [Job orchestrators / Kubernetes / Health checks](https://docs.verda.com/clusters/instant-clusters/kubernetes/health-checks/index.md)
- [Job orchestrators / Kubernetes / Tutorials / Gang-scheduled Training with SkyPilot + Kueue](https://docs.verda.com/clusters/instant-clusters/tutorials/kueue-gang-scheduling/index.md)
- [Job orchestrators / Kubernetes / Tutorials / Deploying NVIDIA Dynamo](https://docs.verda.com/clusters/instant-clusters/tutorials/dynamo-inference/index.md)
- [Job orchestrators / Slinky (Slurm on Kubernetes) / Overview & architecture](https://docs.verda.com/clusters/instant-clusters/slinky/index.md)
- [Job orchestrators / Slinky (Slurm on Kubernetes) / Getting started](https://docs.verda.com/clusters/instant-clusters/slinky/getting-started/index.md)
- [Job orchestrators / Slinky (Slurm on Kubernetes) / User management](https://docs.verda.com/clusters/instant-clusters/slinky/users/index.md)
- [Job orchestrators / Slinky (Slurm on Kubernetes) / Shared jail](https://docs.verda.com/clusters/instant-clusters/slinky/shared-jail/index.md)
- [Job orchestrators / Slinky (Slurm on Kubernetes) / Containers (Apptainer)](https://docs.verda.com/clusters/instant-clusters/slinky/containers/index.md)
- [Job orchestrators / Slinky (Slurm on Kubernetes) / Observability](https://docs.verda.com/clusters/instant-clusters/slinky/observability/index.md)
- [Job orchestrators / Slinky (Slurm on Kubernetes) / Health checks](https://docs.verda.com/clusters/instant-clusters/slinky/health-checks/index.md)
- [Job orchestrators / Slinky (Slurm on Kubernetes) / Tutorials](https://docs.verda.com/clusters/instant-clusters/slinky/tutorials/index.md)
- [Job orchestrators / Vanilla / custom image](https://docs.verda.com/clusters/instant-clusters/job-orchestrators/vanilla-image/index.md)
- [Tips and tricks / Deploying vLLM Inference using Ray](https://docs.verda.com/clusters/instant-clusters/tutorials/tutorial-deploying-vllm-inference-on-instant-cluster-using-ray/index.md)
- [Customized GPU clusters](https://docs.verda.com/clusters/set-up-a-customized-gpu-cluster/index.md)

## Storage
- [Overview](https://docs.verda.com/storage/index.md)
- [Block Volumes / Attach a block volume](https://docs.verda.com/storage/block-volumes/attaching-a-block-volume/index.md)
- [Block Volumes / Resize a block volume](https://docs.verda.com/storage/block-volumes/resizing-a-block-volume/index.md)
- [Block Volumes / Clone a block volume](https://docs.verda.com/storage/block-volumes/cloning-a-block-volume/index.md)
- [Shared Filesystems (SFS) / Create a shared filesystem](https://docs.verda.com/storage/shared-filesystems-sfs/creating-a-shared-filesystem/index.md)
- [Shared Filesystems (SFS) / Edit share settings](https://docs.verda.com/storage/shared-filesystems-sfs/editing-share-settings/index.md)
- [Shared Filesystems (SFS) / Mount a shared filesystem](https://docs.verda.com/storage/shared-filesystems-sfs/mounting-a-shared-filesystem/index.md)
- [Shared Filesystems (SFS) / Use SFS with a cluster](https://docs.verda.com/storage/shared-filesystems-sfs/shared-filesystem-for-a-cluster/index.md)
- [Deleting storage](https://docs.verda.com/storage/deleting-storage/index.md)
- [Container Registry / Overview](https://docs.verda.com/storage/container-registry/index.md)
- [Container Registry / Quickstart](https://docs.verda.com/storage/container-registry/quickstart/index.md)
- [Container Registry / Tag immutability rules](https://docs.verda.com/storage/container-registry/tag-immutability-rules/index.md)
- [Container Registry / Tag retention rules and runs](https://docs.verda.com/storage/container-registry/tag-retention-rules-and-retention-runs/index.md)
- [Container Registry / Tag rules syntax](https://docs.verda.com/storage/container-registry/tag-rules-syntax/index.md)

## Serverless Containers
- [Overview](https://docs.verda.com/containers/overview/index.md)
- [Container registries](https://docs.verda.com/containers/container-registries/index.md)
- [Scaling and health checks](https://docs.verda.com/containers/scaling/index.md)
- [Batching and streaming](https://docs.verda.com/containers/batching-and-streaming/index.md)
- [Async inference](https://docs.verda.com/containers/synchronous-and-asynchronous-inference/index.md)
- [Storage](https://docs.verda.com/containers/storage/index.md)
- [Batch jobs](https://docs.verda.com/containers/batch-jobs/index.md)
- [Tutorials / Overview](https://docs.verda.com/containers/tutorials/index.md)
- [Tutorials / Quickstart: deploy with vLLM](https://docs.verda.com/containers/tutorials/deploy-with-vllm-quick/index.md)
- [Tutorials / Quickstart: migrate from Runpod](https://docs.verda.com/containers/tutorials/migrate-from-runpod/index.md)
- [Tutorials / Quickstart: GPT-OSS 120B with Ollama](https://docs.verda.com/containers/tutorials/quick-deploying-gpt-oss-120b-ollama-on-serverless-containers/index.md)
- [Tutorials / In depth: deploy with TGI](https://docs.verda.com/containers/tutorials/deploy-with-tgi-indepth/index.md)
- [Tutorials / In depth: deploy with SGLang](https://docs.verda.com/containers/tutorials/deploy-with-sglang-indepth/index.md)
- [Tutorials / In depth: deploy with vLLM](https://docs.verda.com/containers/tutorials/deploy-with-vllm-indepth/index.md)
- [Tutorials / In depth: deploy with Replicate Cog](https://docs.verda.com/containers/tutorials/deploy-with-replicate-cog-indepth/index.md)
- [Tutorials / Async Whisper inference](https://docs.verda.com/containers/tutorials/async-whisper/index.md)
- [Tutorials / Publish your first Docker image](https://docs.verda.com/containers/tutorials/tutorial-how-to-publish-your-first-docker-image-to-docker-hub/index.md)
- [Tutorials / Vector database with pgvector](https://docs.verda.com/containers/tutorials/guide-vector-database/index.md)

## Verda CLI
- [Overview](https://docs.verda.com/cli/index.md)
- [Getting Started](https://docs.verda.com/cli/getting-started/index.md)
- [Instances](https://docs.verda.com/cli/instances/index.md)
- [Templates](https://docs.verda.com/cli/templates/index.md)
- [Storage](https://docs.verda.com/cli/storage/index.md)
- [Object Storage](https://docs.verda.com/cli/object-storage/index.md)
- [Container Registry](https://docs.verda.com/cli/container-registry/index.md)
- [SSH Keys and Startup Scripts](https://docs.verda.com/cli/resources/index.md)
- [Cost and Status](https://docs.verda.com/cli/cost-and-status/index.md)
- [Skills](https://docs.verda.com/cli/skills/index.md)
- [MCP Server](https://docs.verda.com/cli/mcp/index.md)

## Automation
- [Infrastructure as Code / Overview](https://docs.verda.com/infrastructure-as-code/overview/index.md)
- [Infrastructure as Code / Terraform / Overview](https://docs.verda.com/infrastructure-as-code/terraform/index.md)
- [Infrastructure as Code / Terraform / Getting Started](https://docs.verda.com/infrastructure-as-code/terraform/getting-started/index.md)
- [Infrastructure as Code / Terraform / Authentication](https://docs.verda.com/infrastructure-as-code/terraform/authentication/index.md)
- [Infrastructure as Code / Terraform / Provider Configuration](https://docs.verda.com/infrastructure-as-code/terraform/provider-configuration/index.md)
- [Infrastructure as Code / Terraform / Compute - Instances](https://docs.verda.com/infrastructure-as-code/terraform/compute-instances/index.md)
- [Infrastructure as Code / Terraform / Compute - SSH Keys](https://docs.verda.com/infrastructure-as-code/terraform/compute-ssh-keys/index.md)
- [Infrastructure as Code / Terraform / Compute - Startup Scripts](https://docs.verda.com/infrastructure-as-code/terraform/compute-startup-scripts/index.md)
- [Infrastructure as Code / Terraform / Storage - Volumes](https://docs.verda.com/infrastructure-as-code/terraform/storage-volumes/index.md)
- [Infrastructure as Code / Terraform / Containers - Containers](https://docs.verda.com/infrastructure-as-code/terraform/containers-containers/index.md)
- [Infrastructure as Code / Terraform / Containers - Serverless Jobs](https://docs.verda.com/infrastructure-as-code/terraform/containers-serverless-jobs/index.md)
- [Infrastructure as Code / OpenTofu / Overview](https://docs.verda.com/infrastructure-as-code/opentofu/index.md)
- [Infrastructure as Code / OpenTofu / Getting Started](https://docs.verda.com/infrastructure-as-code/opentofu/getting-started/index.md)
- [Infrastructure as Code / OpenTofu / Using Verda with OpenTofu](https://docs.verda.com/infrastructure-as-code/opentofu/using-verda-with-opentofu/index.md)
- [Infrastructure as Code / OpenTofu / Migration from Terraform](https://docs.verda.com/infrastructure-as-code/opentofu/migration-from-terraform/index.md)
- [Integrations / dstack](https://docs.verda.com/integrations/dstack/index.md)
- [Integrations / SkyPilot](https://docs.verda.com/integrations/skypilot/index.md)

## Reference
- [Resources Overview](https://docs.verda.com/resources/resources-overview/index.md)
- [Services Overview](https://docs.verda.com/resources/services-overview/index.md)
- [Shared Responsibility Model](https://docs.verda.com/resources/shared-responsibility-model/index.md)
- [Audit Logs / Overview](https://docs.verda.com/resources/audit-logs/index.md)
- [Audit Logs / Supported events](https://docs.verda.com/resources/audit-logs/supported-events/index.md)
- [Audit Logs / Public API](https://docs.verda.com/resources/audit-logs/public-api/index.md)
- [Verda API ↗](https://api.verda.com/v1/docs)
- [Python SDK ↗](https://github.com/verda-cloud/sdk-python)
- [Free Compute Credits / How to receive credits](https://docs.verda.com/resources/obtaining-free-credits/how-to-receive-credits/index.md)
- [Free Compute Credits / How to redeem credits](https://docs.verda.com/resources/obtaining-free-credits/how-to-redeem-credits/index.md)