Yes, downloading multiple large files will slow down your download speeds. Each file that you download (even if it’s small) will take up a portion of your internet bandwidth and use up some of the speed that your network is capable of providing. The more things you download at once, the more speed and bandwidth are used up. If you have too many large files downloading at once, it can seem as if your internet speed stops altogether on some devices.