# apr run
Run model directly (auto-download, cache, execute)
**Category**: Inference
## Synopsis
```text
apr run [OPTIONS]
```
## Example
```bash
apr run qwen2.5-coder-1.5b "What is 2+2?" --max-tokens 16
```
## Full help
Run `apr run --help` for the complete option list.
## See also
- Source: [`crates/apr-cli/src/commands/run.rs`](https://github.com/paiml/aprender/blob/main/crates/apr-cli/src/commands/run.rs)
- Contract: [`contracts/apr-page-cli-run-v1.yaml`](https://github.com/paiml/aprender/blob/main/contracts/apr-page-cli-run-v1.yaml)