If you are using Telegram Desktop based Mac Apps (Bettergram, Desktop, Kotatogram, iMe, Telegreat, Telegram Lite, Desktop Beta), then you need to change at least one option:

1: Setting / Advanced / Manage Local Storage —> minimum

2: Setting / Advanced / Automatic Media Download / In private chats / groups / channels —> optionally you can turn that off