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afiaka87 /retrieval-augmented-diffusion:b11b1347
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
|
|
model will try to generate this text.
|
| database_name |
string
(enum)
|
laion-aesthetic
Options: prompt-engineer, cars, openimages, faces, simulacra, coco, pixelart, food, country211, laion-aesthetic, vaporwave, pets, emotes, pokemon |
Which database to use for the semantic search. Different databases have different capabilities.
|
| database_scale |
number
|
5
|
Determines influence of chosen database and your prompt on the generated image. Going above 5.0 is likely to cause artifacting.
|
| num_database_reuslts |
integer
|
10
Min: 1 Max: 20 |
The number of search results to guide the generation with. Using more will 'broaden' capabilities of the model at the risk of causing mode collapse or artifacting.
|
| num_generations |
integer
|
1
|
Number of images to generate. Using more will make generation take longer.
|
| height |
integer
|
768
|
Desired height of generated images.
|
| width |
integer
|
768
|
Desired width of generated images.
|
| steps |
integer
|
50
|
How many steps to run the model for. Using more will make generation take longer. 50 tends to work well.
|
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'}