You can download the normal zip file by choosing the right option after clicking the download button. I also think that it's better to register on baidu if you want to download from there (I got better speed after registering but I didn't test that much so take it with a grain of salt).
You can't directly download file over 2GB. You can put it in your account (it should be the blue button on the left of the download button) and then download from there. Tried with that link but today baidu is super-slow.