mship
Installer for modelship — the production backend for self-hosted agents.
pipx install mship # or: uv tool install mship / pip install mship
Then pick the node's role once — the install command is the same on every machine:
mship bootstrap --cuda # NVIDIA GPU node
mship bootstrap --cpu # CPU node (includes vLLM CPU)
mship bootstrap --metal # Apple Silicon
mship bootstrap --thin # coordinator/head only, no capacity
mship deploy --config models.yaml
bootstrap installs a pinned Python 3.12.10 environment for that role and records
it, so deploy needs no variant flag afterwards and installs nothing. Nothing to
pin and nothing to match across machines: every node lands on the same footing, so
a new one joins the cluster by running the same two commands. After upgrading
mship, re-run mship bootstrap to move the environment with it.
Alpine and other musl distros are unsupported — use a glibc distro or the Docker images.
See the installation docs for platform prerequisites and the documentation for everything else.
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