Examples

OpenModal is API-compatible with Modal. Replace import modal with import openmodal and everything works.

All examples work on both local Docker (--local) and GCP.

For hundreds of additional examples, see the Modal examples gallery.

Getting started

• Hello, world! — f.local(), f.remote(), f.map()
• Web scraper — custom images, async, parallel execution, CLI args

GPU serving

• vLLM serving — deploy an LLM on a GPU with auto scale-to-zero

Sandboxes

• Sandboxes — isolated containers for SWE agents, parallel execution

Training

• SFT finetuning — LoRA finetuning with Unsloth on a GPU

Benchmarks

• CooperBench — run multi-agent coding benchmarks with OpenModal (one-line import swap)
• SWE-bench with Harbor — run SWE-bench evaluations with OpenModal as compute backend