anything above 20 sampling steps may result in realistic results rather than semi-realism. I recommend using styles to get it to match the overall look you wish to get.

ex. You want a semi-realistic image with an oil painting vibe, you’d put ‘oil painting, brush strokes’ and tags like that into your prompt.