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
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
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 |
vessl model read REPOSITORY_NAME MODEL_NUMBER
| Argument | Description |
|---|
REPOSITORY_NAME | Model repository name |
MODEL_NUMBER | Model number |
Deploy a model for service 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 service |
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 |
