How can we change the image preview properties in rstudio?

When using rmarkdown in rstudio, you can generate in-line image previews pretty easily. However, whenever I specify fig.width and fig.height for the chunk, the image preview (not the knitr rendering) seems to just fill in the page and not follow the same scaling. Is there a way to also affect the image preview sizing?

Thanks!

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