I met the same promblem because I didn't have the git before. As a result, I failed to download the ControlNet.
Look at your folder and see if there is a folder called 'ldm' or 'ControlNet'.
If not, I guess you'v not installed the git.
Install the git and excute this code in the terimal (Actually you can find them in the download.sh) :
git clone https://github.com/lllyasviel/ControlNet.gitln -s ControlNet/ldm ./ldmln -s ControlNet/cldm ./cldmln -s ControlNet/annotator ./annotator
Then move all the models(*.pth) to ControlNet/models.
I met the same promblem because I didn't have the git before. As a result, I failed to download the ControlNet.
Look at your folder and see if there is a folder called 'ldm' or 'ControlNet'. If not, I guess you'v not installed the git. Install the git and excute this code in the terimal (Actually you can find them in the download.sh) :
git clone https://github.com/lllyasviel/ControlNet.git
ln -s ControlNet/ldm ./ldm
ln -s ControlNet/cldm ./cldm
ln -s ControlNet/annotator ./annotator
Then move all the models(*.pth) to ControlNet/models.