Is there a prebuilt apk somewhere?

there are android binaries you can ship in your own app - https://huggingface.co/Cactus-Compute/needle2/tree/main

but if you're just looking for somewhere to try the model, use our in-browser playground! - https://cactuscompute.com/needle

14 year old me would love this, making custom roms on xda.