Fill NaN values in dataframe with previous values in column

Hi I have a dataframe with some missing values ex:
The black numbers 40 and 50 are the values already inputted and the red ones are to autofill from the previous values. Row 2 is blank as there is no previous number to fill.
Any idea how I can do this efficiently? I was trying loops but maybe there is a better way

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