On your phone, open your TikTok account and go to the profile.
Now, open a video, tap the three-dots icon, tap Save video.
Doing this, that particular TikTok video will be locally downloaded on your device.
You can repeat the same steps to download the other videos as well.
Note, that this is the fastest manual method that's available at the moment right now.