Use Instaloader

Instaloader is a tool for download Instagram photos, videos, ...

Install Instaloader with Python venv.

Create args.txt file with content, remember to change username with your real username:

--no-video-thumbnails
--no-captions
--no-metadata-json
--fast-update
--login=username
--sessionfile=./session

Then run, remeber to change targetname1, targetname2, ... to your target:

instaloader +args.txt targetname1 targetname2