Compute Types

Lambda vs Fargate

Lambda uses AWS lambda to execute code. This is suitable for tasks up to 15 minutes of execution time and has 10GB of memory

Fargate mode lets the user select custom compute CPUs and suitable for long running tasks. This can support CPUs upto 120GB memory.

GPU

Zerve canvas also allow users to select from a range of GPUs with varying performance, memory capacities, and features for heavy compute tasks like training and fine-tuning in deep learning, LLMs etc.

Kubernetes

Kubernetes mode runs the code on a self-hosted Kubernetes cluster. To run code on a Kubernetes cluster, enable Kubernetes on the Self-Hosting Settings page.