--- title: vessl model version: EN --- ### Overview Run `vessl model-repository --help` to view the list of commands related to model repositories, or `vessl model-repository [COMMAND] --help` to view individual command instructions. Run `vessl model --help` to view the list of commands related to models, or `vessl model [COMMAND] --help` to view individual command instructions. ### Create a model repository ``` vessl model-repository [OPTIONS] NAME ``` | Argument | Description | | -------- | --------------------- | | `NAME` | Model repository name | | Option | Description | | --------------------- | ---------------------------- | | `-m`, `--description` | Model repository description | ### List all model repositories ``` vessl model-repository list ``` ### View information on the model repository ``` vessl model-repository read NAME ``` | Argument | Description | | -------- | --------------------- | | `NAME` | Model repository name | ### Create a model ``` vessl model create [OPTIONS] REPOSITORY_NAME ``` | Argument | Description | | ----------------- | --------------------- | | `REPOSITORY_NAME` | Model repository name | | Option | Description | | ----------------- | --------------------------------------- | | `--model-name` | Model name | | `--source` | Model source (experiment or local) | | `--experiment-id` | Experiment id to create a model | | `--paths` | Paths to create model. Default: `["/"]` | ### Delete a file within a model ``` vessl model delete-file [OPTIONS] REPOSITORY_NAME MODEL_NUMBER PATH ``` | Argument | Description | | ----------------- | --------------------- | | `REPOSITORY_NAME` | Model repository name | | `MODEL_NUMBER` | Model number | | `PATH` | File path | | Option | Description | | ----------------- | ------------------------------- | | `-r, --recursive` | Required if file is a directory | ### Download the model ``` vessl model download REPOSITORY_NAME MODEL_NUMBER SOURCE DEST ``` | Argument | Description | | ----------------- | ---------------------------- | | `REPOSITORY_NAME` | Model repository name | | `MODEL_NUMBER` | Model number | | `SOURCE` | Source path within the model | | `DEST` | Local destination path | ### List all models ``` vessl model list ``` ### List model files ``` vessl model list-files [OPTIONS] REPOSITORY_NAME MODEL_NUMBER ``` | Argument | Description | | ----------------- | --------------------- | | `REPOSITORY_NAME` | Model repository name | | `MODEL_NUMBER` | Model number | | Option | Description | | ----------------- | ----------------------------------------- | | `-p, --path` | Directory path to list (defaults to root) | | `-r, --recursive` | List files recursively | ### View information on the model ``` vessl model read REPOSITORY_NAME MODEL_NUMBER ``` | Argument | Description | | ----------------- | --------------------- | | `REPOSITORY_NAME` | Model repository name | | `MODEL_NUMBER` | Model number | ### Deploy a model for serving locally ``` vessl model serve REPOSITORY_NAME MODEL_NUMBER ``` | Argument | Description | | ----------------- | --------------------- | | `REPOSITORY_NAME` | Model repository name | | `MODEL_NUMBER` | Model number | | Option | Description | | ---------------- | ----------------------------------- | | `--install-reqs` | Install requirements before serving | ### Upload files to a model ``` vessl model upload REPOSITORY_NAME MODEL_NUMBER SOURCE DEST ``` | Argument | Description | | ----------------- | ---------------------------------- | | `REPOSITORY_NAME` | Model repository name | | `MODEL_NUMBER` | Model number | | `SOURCE` | Local source path | | `DEST` | Destinataion path within the model |