Finetuning

baseten finetuning

Run custom Finetuning jobs with Blueprint

Usage:

baseten finetuning [OPTIONS] COMMAND [ARGS]...

Options:

Name	Type	Description	Default
--help	boolean	Show this message and exit.	False

Subcommands

• cancel: Cancel Finetuning run
• create: Create and trigger new fine-tunng run
• deploy: Deploy model from finetuning run
• list: List all finetuning runs.
• logs: Stream logs for Finetuning run

baseten finetuning cancel

Cancel Finetuning run

See FinetuningRun.cancel for more details.

Usage:

baseten finetuning cancel [OPTIONS]

Options:

Name	Type	Description	Default
--run-id	text	ID for Blueprint Finetuning Run.	_required
--help	boolean	Show this message and exit.	False

baseten finetuning create

Create and trigger new fine-tunng run

See FinetuningRun.create for more details.

Usage:

baseten finetuning create [OPTIONS]

Options:

Name	Type	Description	Default
--interactive / --no-interactive	boolean	Deploy interactively using a series of guided prompts.	True
--finetuning-type	choice (DREAMBOOTH | CLASSIC_STABLE_DIFFUSION)	Type of Finetuning run to create.	_required
--name	text	Name for this Finetuning run.	_required
--input-file	text	File pointing to the configuration.	None
--input	text	N/A	None
--help	boolean	Show this message and exit.	False

baseten finetuning deploy

Deploy model from finetuning run

See FinetuningRun.deploy for more details.

Usage:

baseten finetuning deploy [OPTIONS]

Options:

Name	Type	Description	Default
--run-id	text	ID for Blueprint Finetuning Run.	_required
--idle-time-minutes	integer	Number of minutes before server scales down to save costs.	30
--help	boolean	Show this message and exit.	False

baseten finetuning list

List all finetuning runs.

See FinetuningRun.list for more details.

Usage:

baseten finetuning list [OPTIONS]

Options:

Name	Type	Description	Default
--help	boolean	Show this message and exit.	False

baseten finetuning logs

Stream logs for Finetuning run

See FinetuningRun.stream_logs for more details.

Usage:

baseten finetuning logs [OPTIONS]

Options:

Name	Type	Description	Default
--run-id	text	ID for Blueprint Finetuning Run.	_required
--help	boolean	Show this message and exit.	False