Take lid off toilet cistern and adjust water level - a two minute job.
Either lower the float into the water or more usually screw in the nylon adjuster towards the water inlet valve - to shut it off sooner - and tighten the locking nut else you'll have to make the adjustment again next week.
Good luck...
Peccavi
April 2010