There has a path bug in stage_III_sd_x4 file.

Under windows, the code `model_id = os.path.join('stabilityai', self.dir_or_name)` can not match the REPO_ID_REGEX validator of huggingface hub because the '\' string is in windows but hugginggface id support '/' .