vessl model

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
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On this page
Overview
Create a model repository
List all model repositories
View information on the model repository
Create a model
Delete a file within a model
Download the model
List all models
List model files
View information on the model
Deploy a model for serving locally
Upload files to a model