|
| 1 | +# Docker Model CLI |
| 2 | + |
| 3 | +A powerful command-line interface for managing, running, packaging, and deploying AI/ML models using Docker. This CLI lets you install and control the Docker Model Runner, interact with models, manage model artifacts, and integrate with OpenAI and other backends—all from your terminal. |
| 4 | + |
| 5 | +## Features |
| 6 | +- **Install Model Runner**: Easily set up the Docker Model Runner for local or cloud environments with GPU support. |
| 7 | +- **Run Models**: Execute models with prompts or in interactive chat mode, supporting multiline input and OpenAI-style backends. |
| 8 | +- **List Models**: View all models available locally or via OpenAI, with options for JSON and quiet output. |
| 9 | +- **Package Models**: Convert GGUF files into Docker model OCI artifacts and push them to registries, including license and context size options. |
| 10 | +- **Configure Models**: Set runtime flags and context sizes for models. |
| 11 | +- **Logs & Status**: Stream logs and check the status of the Model Runner and individual models. |
| 12 | +- **Tag, Pull, Push, Remove, Unload**: Full lifecycle management for model artifacts. |
| 13 | +- **Compose & Desktop Integration**: Advanced orchestration and desktop support for model backends. |
| 14 | + |
| 15 | +## Building |
| 16 | +1. **Clone the repo:** |
| 17 | + ```bash |
| 18 | + git clone https://github.com/docker/model-cli.git |
| 19 | + cd model-cli |
| 20 | + ``` |
| 21 | +2. **Build the CLI:** |
| 22 | + ```bash |
| 23 | + make build |
| 24 | + ``` |
| 25 | +3. **Install Model Runner:** |
| 26 | + ```bash |
| 27 | + ./model install-runner |
| 28 | + ``` |
| 29 | + Use `--gpu cuda` for GPU support, or `--gpu auto` for automatic detection. |
| 30 | + |
| 31 | +## Usage |
| 32 | +Run `./model --help` to see all commands and options. |
| 33 | + |
| 34 | +### Common Commands |
| 35 | +- `model install-runner` — Install the Docker Model Runner |
| 36 | +- `model run MODEL [PROMPT]` — Run a model with a prompt or enter chat mode |
| 37 | +- `model list` — List available models |
| 38 | +- `model package --gguf <path> --push <target>` — Package and push a model |
| 39 | +- `model logs` — View logs |
| 40 | +- `model status` — Check runner status |
| 41 | +- `model configure MODEL [flags]` — Configure model runtime |
| 42 | +- `model unload MODEL` — Unload a model |
| 43 | +- `model tag SOURCE TARGET` — Tag a model |
| 44 | +- `model pull MODEL` — Pull a model |
| 45 | +- `model push MODEL` — Push a model |
| 46 | +- `model rm MODEL` — Remove a model |
| 47 | + |
| 48 | +## Example: Interactive Chat |
| 49 | +```bash |
| 50 | +./model run llama.cpp "What is the capital of France?" |
| 51 | +``` |
| 52 | +Or enter chat mode: |
| 53 | +```bash |
| 54 | +./model run llama.cpp |
| 55 | +Interactive chat mode started. Type '/bye' to exit. |
| 56 | +> """ |
| 57 | +Tell me a joke. |
| 58 | +""" |
| 59 | +``` |
| 60 | + |
| 61 | +## Advanced |
| 62 | +- **Packaging:** |
| 63 | + Add licenses and set context size when packaging models for distribution. |
| 64 | + |
| 65 | +## Development |
| 66 | +- **Run unit tests:** |
| 67 | + ```bash |
| 68 | + make unit-tests |
| 69 | + ``` |
| 70 | +- **Generate docs:** |
| 71 | + ```bash |
| 72 | + make docs |
| 73 | + ``` |
| 74 | + |
| 75 | +## License |
| 76 | +[Apache 2.0](LICENSE) |
| 77 | + |
0 commit comments