How to increase a memory limit in a gitlab.com CI?

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I have a repository on gitlab.com with a CI set up. Unfortunately jobs on the CI have only 4 GB of memory (checked with cat /proc/meminfo) and my task requires a bit more than 5, which results in failure.

How to increase the memory limit on the CI?

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