Scale API | Fine Tuning Jobs › List Fine Tuning Jobs

Fine Tuning Jobs

fine_tuning_jobs

Methods

Create Fine Tuning Job ->

FineTuningJob

post/v4/fine-tuning-jobs

Description

Model fine tuning jobs.

Details

TODO

Delete Fine Tuning Job ->

GenericDeleteResponse

delete/v4/fine-tuning-jobs/{fine_tuning_job_id}

Description

Deletes a fine tuning job

Details

This API can be used to delete a fine tuning job by ID. To use this API, pass in the id that was returned from your Create Fine Tuning Job API call as a path parameter.

List Fine Tuning Jobs -> PageResponse<

FineTuningJob

get/v4/fine-tuning-jobs

Description

Lists all fine tuning jobs accessible to the user.

Details

This API can be used to list fine tuning jobs. If a user has access to multiple accounts, all fine tuning jobs from all accounts the user is associated with will be returned.

Security

API Key Header

Example: x-api-key: My API Key

Parameters

account_id: string

Optional

limit: number

Optional

Maximum number of artifacts to be returned by the given endpoint. Defaults to 100 and cannot be greater than 10k.

page: number

Optional

Page number for pagination to be returned by the given endpoint. Starts at page 1

Response fields

PaginatedFineTuningJobs

Request example

curl https://api.egp.scale.com/v4/fine-tuning-jobs \
    -H "x-api-key: $SGP_API_KEY"

200Example

{
  "current_page": 0,
  "items": [
    {
      "id": "id",
      "account_id": "account_id",
      "created_at": "2019-12-27T18:11:19.117Z",
      "created_by_user_id": "created_by_user_id",
      "status": "PENDING",
      "training_dataset_id": "training_dataset_id",
      "base_model_id": "base_model_id",
      "fine_tuned_model_id": "fine_tuned_model_id",
      "validation_dataset_id": "validation_dataset_id",
      "vendor_configuration": {
        "hyperparameters": {},
        "output": "output",
        "suffix": "suffix",
        "vendor": "LAUNCH",
        "wandb_config": {}
      }
    }
  ],
  "items_per_page": 0,
  "total_item_count": 0
}

Get Fine Tuning Job ->

FineTuningJob

get/v4/fine-tuning-jobs/{fine_tuning_job_id}

Description

Gets the details of a fine tuning job

Details

This API can be used to get information about a single fine tuning job by ID. To use this API, pass in the id that was returned from your Create Fine Tuning Job API call as a path parameter.

Review the response schema to see the fields that will be returned.

Domain types

FineTuningJob = { id, account_id, created_at, 7 more... }

FineTuningJobEvent = { level, message, timestamp }

PaginatedFineTuningJobs = { current_page, items, items_per_page, 1 more... }

Fine Tuning Jobs

Events

fine_tuning_jobs.events

Methods

Get Fine Tuning Job Events -> TopLevelArray<

FineTuningJobEvent

get/v4/fine-tuning-jobs/{fine_tuning_job_id}/events

Get fine tuning job events