This is calibration issue.
You need to install spring to your Taranis controller left stick and re-calibrate both radio and ESCs
Likely the radio did not properly calibrate due to incorrect throttle center position.
Generally for drones you need to have spring on the left stick to keep it centered. This needs to be fixed.