Scale GPU training on reserved instances
lambda-labs-gpu-cloudskillsetup L2★9,423
Orchestra-Research/AI-Research-SKILLs ↗What it does
Provision on-demand GPUs via Lambda Labs cloud API
Best for
Quick provisioning of single or batch GPU instances without long-term commitment; lower cost than AWS on-demand.
Inputs
- · GPU type (A40, H100, etc)
- · instance duration (hours)
Outputs
- · EC2 instance IP
- · SSH/API credentials
- · billing record
Requires
- · Lambda Labs API
- · SSH
- · curl/requests
Preconditions
Lambda Labs account with credits, API key configured
Failure modes
- · GPU type out of stock
- · quota exceeded
- · API rate limit hit
Trust signals
- · API endpoints documented
- · pricing per GPU type shown
- · launch templates provided