Lambda Labs GPU Cloud

Comprehensive guide to running ML workloads on Lambda Labs GPU cloud with on-demand instances and 1-Click Clusters.

When to use Lambda Labs

Use Lambda Labs when:

• Need dedicated GPU instances with full SSH access
• Running long training jobs (hours to days)
• Want simple pricing with no egress fees
• Need persistent storage across sessions
• Require high-performance multi-node clusters (16-512 GPUs)
• Want pre-installed ML stack (Lambda Stack with PyTorch, CUDA, NCCL)