Create Training Job

Initiates a new AI training job for the project's media.

Path Parameters

organization_idrequired
project_idrequired

Query Parameters

Request Body Parameters

secretrequired
webhookrequired
class_promptrequired
seedoptional
inferenceoptional
unique_idoptional
center_cropoptional
learning_rateoptional
max_train_stepsoptional
mixed_precisionoptional
num_class_imagesoptional
num_train_epochsoptional
train_batch_sizeoptional
diffusers_versionoptional
optimization_typeoptional
prior_loss_weightoptional
sample_batch_sizeoptional
train_text_encoderoptional
pretrained_vae_nameoptional
training_resolutionoptional
pretrained_model_nameoptional
with_prior_preservationoptional

Authentication Header

x-api-keyrequired

ENDPOINT

PUT /v1/project/{organization_id}/{project_id}/media/train

REQUEST

{
  "secret": "trainingSecret",
  "webhook": "https://webhook.site/valid-training-hook",
  "inference": {
    "name": "GBV Style Album Art Inference",
    "secret": "inferenceSecret",
    "prompts": [
      {
        "name": "Imaginary GBV Album Cover",
        "width": 512,
        "height": 512,
        "prompt": "Create an album cover in the style of Guided by Voices, embodying the band's indie rock ethos with a touch of surrealism.",
        "num_images": 1,
        "guidance_scale": 7.5,
        "num_inference_steps": 10
      }
    ],
    "webhook": "https://webhook.site/valid-inference-hook",
    "diffusers_version": "19.0"
  },
  "class_prompt": "Guided by Voices album covers",
  "learning_rate": "1e-6",
  "max_train_steps": 800,
  "mixed_precision": "fp16",
  "num_class_images": 200,
  "num_train_epochs": 1,
  "train_batch_size": 1,
  "diffusers_version": "19.0",
  "prior_loss_weight": 1,
  "sample_batch_size": 4,
  "train_text_encoder": true,
  "training_resolution": 512,
  "pretrained_model_name": "runwayml/stable-diffusion-v1-5",
  "with_prior_preservation": true
}

RESPONSE

No body returned for response

RESPONSE STATUS CODE