Yess, you can. you must download/install the version that includes the experimental features (check the github).
You essentially follow these instructions https://github.com/docker/docker/blob/master/experimental/docker-stacks-and-bundles.md
to go from the docker-compose.yml file to a distributed application bundle and then to an application stack (this is when your services are actually run).
$ docker deploy [OPTIONS] STACK
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To show only running containers use the given command:
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