No. I use normal tensorflow on the Raspberry Pi. But i think i found the issue, also not confirmed yet. I pushed it to my Git repo, and pulled it from there to the Raspberry Pi. When i just copy it bypassing Git, the model works.
Are there benefits using tensorflow lite on RPi?