vessl model

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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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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