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You're not replacing the firmware with OctoPi. The idea is to download the Octo4a apk and sideload it into the device, running OctoPrint as an Android app.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.