You could probably lose 1-1.5kg pretty easily just by doing high volume training. 2-3kg would be a lot harder. Now’s not the time to diet.
Figuring out your pacing should be your priority (assuming you’ve already nailed nutrition). Losing a kilo or two could save you minutes, but screwing up pacing or nutrition on race day could lose you hours.