Go to your local Jo-Ann fabric store and buy yourself some fabric weights. They're on the Notions wall, about 4 of them for $9.99. But Jo-Ann's is always having 50% of sales - so you can easily get them for less.
You can also just used canned food to weight the pattern to the fabric.
Either way, you avoid having to pin and poke holes...