They are separate, 2 10000uF capacitors will likely fit in the volume easy enough, and if you use 105C versions they could probably be dropped in value to 8200uF anyway, which will make the bridge rectifier diodes feeding them suffer less from the massive peak current each cycle charging them back up. The 6.3A fuses would also not be so prone to blowing either, but in any case I would suggest replacing those 2 6.3A slow blow fuses on the transformer secondary anyway, they likely are pretty well worn from all those turn on surges by now.