Manage Customization Jobs#

Use customization jobs to fine-tune a model using a dataset and hyperparameters.

Prerequisites#

Before you can customize a model using a customization job, make sure that you have:


Task Guides#

Perform common customization job tasks.

Create a Customization Job

Create an sft fine-tuning job, with or without LoRA.

Create Job
Get Job Status

Check the status of a customization job.

Get Job Status
List Active Jobs

List all active customization jobs to find an active job ID.

List Active Jobs
Cancel a Job

Cancel a customization job using its ID.

Cancel Job

References#

Refer to the following pages for more information on customization jobs.

Hyperparameters

Review the hyperparameters that you can use to customize a model.

Hyperparameter Options
Troubleshoot Failed Jobs

View troubleshooting tips for failed jobs.

Troubleshooting NeMo Customizer