Is there a way for the form creators to attach a file to the form so that respondents can download it?

There is no such a feature to download and view the file attached by the creator when respondents answer the form. However, many users use the following method as an alternative.

After uploading the file to Google Drive, set the sharing settings anyone who knows the link can see it. And you can write down the link to that file in the form.