Include code that does not run in Rpresentation Markdown

{r, eval=F, echo=T} will include the R source code in the output file while it is not evaluated

Have you tried eval=FALSE in the knitr code chunk options? e.g.:

```{r eval=FALSE}
print("Don't run me")
```