This is taken from feb 2018
Follow the following test
Or Click the following Link
Note : USER_NAME will replace by your username
PROJECT_NAME will replace by your repository name
https://gitlab.com/USER_NAME/PROJECT_NAME/edit
click Expand under Advanced settings portion
Click remove project bottom of the page