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Get started

1. Join Anyscale​

2. Try it out in Anyscale's cloud​

Launch an example template in Anyscale's fully hosted development environment to quickly learn the platform's capabilities. Anyscale set up the compute resources for you, so you can get started right away with on-demand GPUs.

Choose from deploying and fine-tuning large language models, scaling batch inference, serving Stable Diffusion, and much more.

Anyscale UI

3. Set up your environment​

To programmatically interact with Anyscale outside the console and from your terminal, you need to install the Anyscale CLI.

Step 1: Install the Anyscale CLI and Python client package

pip install -U anyscale

Step 2: Authenticate the CLI To access Anyscale's services, you need to obtain a token that verifies your identity. Running the following command fetches and updates the token in the local credential file ~/.anyscale/credentials.json:

anyscale login

You can also manually generate your API token through the console, and set it in the ANYSCALE_CLI_TOKEN environment variable.

4. Add teammates​

  • View organization members: To see your team, select the user icon and select Organization settings.
  • Invite teammates: To add more people, select Invite teammates and enter their email addresses. This sends out invitation links to join.
  • Manage roles: You can assign owner and collaborator roles to team members. See Permissions for more details on the permissions and access control structure.

5. Deploy your own Anyscale Cloud​

To run workloads on your own AWS or GCP infrastructure with Anyscale orchestration, deploy an Anyscale Cloud in your account.

Step 1: Configure AWS credentials

Ensure you have set up AWS credentials on the local machine. See the AWS configuration guide for initial setup instructions. Run this command to quickly set and view the credentials:

aws configure
🔍Verify AWS credentials permissions
  • Confirm the credentials can launch EC2 instances in the desired AWS region.
  • Check permissions for managing VPC, subnets, Security Group, IAM, S3, and EFS. Find detailed requirements in the Anyscale AWS management guide.

Step 2: Create your Anyscale Cloud

To set up your Anyscale Cloud with default settings, run the following command:

anyscale cloud setup

For troubleshooting and advanced customization, follow the complete Anyscale Cloud on AWS guide.

Step 3: Verify the Anyscale Cloud

To verify that the Anyscale Cloud satisfies the minimum resource requirements, run the following command to launch a test workspace and service:

anyscale cloud verify --name NAME_OF_CLOUD --functional-verify workspace,service
What's next?

➡️ Anyscale Workspaces - Start developing your own apps with in a cloud-based IDE. ➡️ Anyscale Jobs - Run, queue, and schedule long-running tasks and offline jobs efficiently. ➡️ Anyscale Services - Deploy, manage, and monitor persistent online services. ➡️ Organization administration - Manage users and permissions within your organization.