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POST
Deploy a checkpoint from a fine-tune job

Authorizations

Authorization
string
header
required

Bearer authentication header of the form Bearer <token>, where <token> is your auth token.

Path Parameters

id
string
required

Fine-tune ID

step
integer
required

Checkpoint step number

Query Parameters

retry
boolean

If true, cleanup the existing deployment and model for this checkpoint before creating a new one.

Body

application/json

Deployment configuration

Request payload to deploy a specific checkpoint from a fine-tune job.

deployment_type
enum<string>
default:normal

Deployment type: 'fast' for faster inference instances, 'normal' for standard instances.

Available options:
fast,
normal

Response

Deployment created response

Standard wrapper for checkpoint deployment responses.

deployment_id
string

ID of the created Baseten deployment.

fine_tune
FineTuneRun · object

Fine-tune job the deployed checkpoint belongs to.

model
object

Model record created for this checkpoint deployment.

status
string

High-level status string (for example, 'success').

status_message
string

Human-readable status message (for example, 'resource_found').