Yes it's possible. But due to carrier NAT that often takes places you may find the tunnel won't come up without getting static IPs from the carrier. I've had mixed results with carriers in the US. For example a generic VZW or TMO SIM usually works without any extra work. With AT&T it seems I always need special provisioning from them before AT&T will work.
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