Create a new model

Creating a model repository

The VESSL Model repository is a place to manage and store models. You can create a model repository by clicking the New Model Repository button on the model repository page or using CLI.

1. Create a model repository using the web console:

   • Click the New model repository button on the model repository page.

• Click the Create button with name and descriptions filled in the dialog.

2. Create a model repository using CLI:

   vessl model-repository create
   

   • Fill in the required information in the interactive mode.
   Organization: <Your Organization>
   Model repository name: my-first-research
   

   • The model repository will be created.
   Created 'my-first-research'.
   For more info: https://vessl.ai/YOUR_ORG/models/my-first-research
   

Creating a model from CLI

1. Run the following command to create a model in the repository in interactive mode. You can also create a repository on the way.

vessl model create

2. Fill in the required information in the interactive mode.

Organization: demo-docs
Project: helloworld
[?] Model repository: my-first-research
 > my-first-research

[?] Source: From local files
   From an experiment (will be deprecated)
 > From local files

3. The model will be created.

Created 'my-first-research-1'.
For more info: https://vessl.ai/YOUR_ORGANIZATION/models/my-first-research/1

Upload your data

1. In terminal, head out to the directory where your data is stored.

2. Run the following command to upload your data to the model repository.

vessl model upload

3. Fill in the required information in the interactive mode.

Organization: demo-docs
[?] Model repository: my-first-research
 > my-first-research

[?] Model: 1
 > 1

Source path: .
Destination path [/]:

4. The data will be uploaded and you can see it through the web console.

Uploaded . to /.

5. You can view the uploaded filed on Files tab. You can also add files or directories on the same page.