List fine-tuning jobs

GET

fine_tuning

jobs

curl --request GET \
  --url https://api.anyapi.ai/v1/fine_tuning/jobs \
  --header 'Authorization: Bearer <token>'

{
  "object": "list",
  "data": [
    {
      "id": "<string>",
      "object": "fine_tuning.job",
      "created_at": 123,
      "fine_tuned_model": "<string>",
      "finished_at": 123,
      "hyperparameters": {
        "batch_size": "auto",
        "learning_rate_multiplier": "auto",
        "n_epochs": "auto"
      },
      "model": "<string>",
      "organization_id": "<string>",
      "result_files": [
        "<string>"
      ],
      "status": "validating_files",
      "trained_tokens": 123,
      "training_file": "<string>",
      "validation_file": "<string>",
      "error": {
        "code": "<string>",
        "message": "<string>",
        "param": "<string>"
      },
      "integrations": [
        {
          "type": "wandb",
          "wandb": {
            "project": "<string>",
            "name": "<string>",
            "entity": "<string>",
            "tags": [
              "<string>"
            ]
          }
        }
      ],
      "seed": 123,
      "estimated_finish": 123
    }
  ],
  "has_more": true
}

Authorizations

Authorization

string

header

required

Bearer token authentication. Get your API key from the dashboard.

Query Parameters

after

string

Identifier for the last job from the previous pagination request

limit

integer

default:20

Number of fine-tuning jobs to retrieve

Response

Successful response

object

enum<string>

required

The object type, which is always 'list'

Available options:

list

data

object[]

required

Array of fine-tuning job objects

Show child attributes

data.id

string

required

The object identifier

data.object

enum<string>

required

The object type, which is always 'fine_tuning.job'

Available options:

fine_tuning.job

data.created_at

integer

required

The Unix timestamp (in seconds) for when the fine-tuning job was created

data.fine_tuned_model

string | null

required

The name of the fine-tuned model that is being created

data.finished_at

integer | null

required

The Unix timestamp (in seconds) for when the fine-tuning job was finished

data.hyperparameters

object

required

Show child attributes

data.hyperparameters.batch_size

default:auto

Number of examples in each batch

Available options:

auto

data.hyperparameters.learning_rate_multiplier

default:auto

Scaling factor for the learning rate

Available options:

auto

data.hyperparameters.n_epochs

default:auto

The number of epochs to train the model for

Available options:

auto

data.model

string

required

The base model that is being fine-tuned

data.organization_id

string

required

The organization that owns the fine-tuning job

data.result_files

string[]

required

The compiled results file ID(s) for the fine-tuning job

data.status

enum<string>

required

The current status of the fine-tuning job

Available options:

validating_files,

queued,

running,

succeeded,

failed,

cancelled

data.trained_tokens

integer | null

required

The total number of billable tokens processed by this fine-tuning job

data.training_file

string

required

The file ID used for training

data.validation_file

string | null

required

The file ID used for validation

data.error

object

Show child attributes

data.error.code

string

required

A machine-readable error code

data.error.message

string

required

A human-readable error message

data.error.param

string | null

required

The parameter that was invalid

data.integrations

object[]

A list of integrations enabled for this fine-tuning job

Show child attributes

data.integrations.type

enum<string>

required

The type of integration

Available options:

wandb

data.integrations.wandb

object

Show child attributes

data.integrations.wandb.project

string

required

The name of the project that the new run will be created under

data.integrations.wandb.name

string

A display name to set for the run

data.integrations.wandb.entity

string

The entity to use for the run

data.integrations.wandb.tags

string[]

A list of tags to be attached to the newly created run

data.seed

integer

The seed used for the fine-tuning job

data.estimated_finish

integer | null

The Unix timestamp (in seconds) for when the fine-tuning job is estimated to finish

has_more

boolean

Whether there are more fine-tuning jobs available

Create fine-tuning jobCreates a fine-tuning job which begins the process of creating a new model from a given dataset

⌘I

List fine-tuning jobs

curl --request GET \
  --url https://api.anyapi.ai/v1/fine_tuning/jobs \
  --header 'Authorization: Bearer <token>'

{
  "object": "list",
  "data": [
    {
      "id": "<string>",
      "object": "fine_tuning.job",
      "created_at": 123,
      "fine_tuned_model": "<string>",
      "finished_at": 123,
      "hyperparameters": {
        "batch_size": "auto",
        "learning_rate_multiplier": "auto",
        "n_epochs": "auto"
      },
      "model": "<string>",
      "organization_id": "<string>",
      "result_files": [
        "<string>"
      ],
      "status": "validating_files",
      "trained_tokens": 123,
      "training_file": "<string>",
      "validation_file": "<string>",
      "error": {
        "code": "<string>",
        "message": "<string>",
        "param": "<string>"
      },
      "integrations": [
        {
          "type": "wandb",
          "wandb": {
            "project": "<string>",
            "name": "<string>",
            "entity": "<string>",
            "tags": [
              "<string>"
            ]
          }
        }
      ],
      "seed": 123,
      "estimated_finish": 123
    }
  ],
  "has_more": true
}

Get started

Features

Use Cases

Developer guides

API Reference

Integrations

Authorizations

Query Parameters

Response