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CLIOverview

Onde CLI

onde-cli is a Rust TUI (the onde binary) for managing an Onde Inference account and running the local model pipeline end to end: LoRA fine-tune → adapter merge → GGUF export → local chat test → Hugging Face upload → model assignment to an app.

It’s distributed as thin wrappers around one Rust crate, so however you install it, you get the same binary:

# npm npm install -g @ondeinference/cli # Homebrew brew install ondeinference/tap/onde-cli # cargo cargo install onde-cli

It’s also published to PyPI, NuGet, and pub.dev — pick whichever fits your existing toolchain.

onde # launch the TUI onde --mcp # run as an MCP server over stdio (no TUI)

See Fine-tune → GGUF pipeline for the model workflow, or MCP server to drive the CLI from an agent instead of the TUI.