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laion-ai /deep-image-diffusion-prior:493b6aaf

Input schema

The fields you can use to run this model with an API. If you don’t give a value for a field its default value will be used.

Field Type Default value Description
prompt
string
Prompt to generate
offset_type
string (enum)
none

Options:

none, random, random_offset, random_offset_scale

Offset type
num_scales
integer
6

Min: 1

Max: 10

Number of scales
size_x
integer (enum)
256

Options:

64, 128, 256

Resolution of input image
size_y
integer (enum)
256

Options:

64, 128, 256

Resolution of input image
input_noise_strength
number
0

Max: 1

Strength of input noise
lr
number
0.001

Max: 10

Learning rate
offset_lr_fac
number
1

Max: 10

Learning rate factor for offset
lr_decay
number
0.995

Max: 1

Learning rate decay
param_noise_strength
number
0

Max: 1

Strength of parameter noise
display_freq
integer
25

Max: 100

Display frequency
iterations
integer
250

Max: 1000

Number of iterations
num_samples_per_batch
integer
2

Min: 1

Max: 10

Number of samples per batch
num_cutouts
integer
8

Min: 4

Max: 32

Number of cutouts
guidance_scale
number
1

Max: 10

Scale of conditioning
seed
integer
-1

Min: -1

Max: 100000

Random seed

Output schema

The shape of the response you’ll get when you run this model with an API.

Schema
{'items': {'format': 'uri', 'type': 'string'},
 'title': 'Output',
 'type': 'array',
 'x-cog-array-type': 'iterator'}