chmirandaalos
/
chao_lora
- Public
- 40 runs
- Fine-tune
Run chmirandaalos/chao_lora with an API
Use one of our client libraries to get started quickly. Clicking on a library will take you to the Playground tab where you can tweak different inputs, see the results, and copy the corresponding code to use in your own project.
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 for generated image. If you include the `trigger_word` used in the training process you are more likely to activate the trained object, style, or concept in the resulting image.
|
|
image |
string
|
Input image for img2img or inpainting mode. If provided, aspect_ratio, width, and height inputs are ignored.
|
|
mask |
string
|
Input mask for inpainting mode. Black areas will be preserved, white areas will be inpainted. Must be provided along with 'image' for inpainting mode.
|
|
aspect_ratio |
string
(enum)
|
1:1
Options: 1:1, 16:9, 21:9, 3:2, 2:3, 4:5, 5:4, 3:4, 4:3, 9:16, 9:21, custom |
Aspect ratio for the generated image in text-to-image mode. The size will always be 1 megapixel, i.e. 1024x1024 if aspect ratio is 1:1. To use arbitrary width and height, set aspect ratio to 'custom'. Note: Ignored in img2img and inpainting modes.
|
width |
integer
|
Min: 256 Max: 1440 |
Width of the generated image in text-to-image mode. Only used when aspect_ratio=custom. Must be a multiple of 16 (if it's not, it will be rounded to nearest multiple of 16). Note: Ignored in img2img and inpainting modes.
|
height |
integer
|
Min: 256 Max: 1440 |
Height of the generated image in text-to-image mode. Only used when aspect_ratio=custom. Must be a multiple of 16 (if it's not, it will be rounded to nearest multiple of 16). Note: Ignored in img2img and inpainting modes.
|
num_outputs |
integer
|
1
Min: 1 Max: 4 |
Number of images to output.
|
lora_scale |
number
|
1
Min: -1 Max: 2 |
Determines how strongly the main LoRA should be applied. Sane results between 0 and 1.
|
num_inference_steps |
integer
|
28
Min: 1 Max: 50 |
Number of inference steps. More steps can give more detailed images, but take longer.
|
model |
string
(enum)
|
dev
Options: dev, schnell |
Which model to run inferences with. The dev model needs around 28 steps but the schnell model only needs around 4 steps.
|
guidance_scale |
number
|
3.5
Max: 10 |
Guidance scale for the diffusion process. Lower values can give more realistic images. Good values to try are 2, 2.5, 3 and 3.5
|
prompt_strength |
number
|
0.8
Max: 1 |
Prompt strength when using img2img / inpaint. 1.0 corresponds to full destruction of information in image
|
seed |
integer
|
Random seed. Set for reproducible generation.
|
|
extra_lora |
string
|
Combine this fine-tune with another LoRA. Supports Replicate models in the format <owner>/<username> or <owner>/<username>/<version>, HuggingFace URLs in the format huggingface.co/<owner>/<model-name>, CivitAI URLs in the format civitai.com/models/<id>[/<model-name>], or arbitrary .safetensors URLs from the Internet. For example, 'fofr/flux-pixar-cars'
|
|
extra_lora_scale |
number
|
1
Min: -1 Max: 2 |
Determines how strongly the extra LoRA should be applied.
|
output_format |
string
(enum)
|
webp
Options: webp, jpg, png |
Format of the output images.
|
output_quality |
integer
|
90
Max: 100 |
Quality when saving the output images, from 0 to 100. 100 is best quality, 0 is lowest quality. Not relevant for .png outputs
|
disable_safety_checker |
boolean
|
False
|
Disable safety checker for generated images.
|
{
"type": "object",
"title": "Input",
"required": [
"prompt"
],
"properties": {
"mask": {
"type": "string",
"title": "Mask",
"format": "uri",
"x-order": 2,
"description": "Input mask for inpainting mode. Black areas will be preserved, white areas will be inpainted. Must be provided along with 'image' for inpainting mode."
},
"seed": {
"type": "integer",
"title": "Seed",
"x-order": 12,
"description": "Random seed. Set for reproducible generation."
},
"image": {
"type": "string",
"title": "Image",
"format": "uri",
"x-order": 1,
"description": "Input image for img2img or inpainting mode. If provided, aspect_ratio, width, and height inputs are ignored."
},
"model": {
"enum": [
"dev",
"schnell"
],
"type": "string",
"title": "model",
"description": "Which model to run inferences with. The dev model needs around 28 steps but the schnell model only needs around 4 steps.",
"default": "dev",
"x-order": 9
},
"width": {
"type": "integer",
"title": "Width",
"maximum": 1440,
"minimum": 256,
"x-order": 4,
"description": "Width of the generated image in text-to-image mode. Only used when aspect_ratio=custom. Must be a multiple of 16 (if it's not, it will be rounded to nearest multiple of 16). Note: Ignored in img2img and inpainting modes."
},
"height": {
"type": "integer",
"title": "Height",
"maximum": 1440,
"minimum": 256,
"x-order": 5,
"description": "Height of the generated image in text-to-image mode. Only used when aspect_ratio=custom. Must be a multiple of 16 (if it's not, it will be rounded to nearest multiple of 16). Note: Ignored in img2img and inpainting modes."
},
"prompt": {
"type": "string",
"title": "Prompt",
"x-order": 0,
"description": "Prompt for generated image. If you include the `trigger_word` used in the training process you are more likely to activate the trained object, style, or concept in the resulting image."
},
"extra_lora": {
"type": "string",
"title": "Extra Lora",
"x-order": 13,
"description": "Combine this fine-tune with another LoRA. Supports Replicate models in the format <owner>/<username> or <owner>/<username>/<version>, HuggingFace URLs in the format huggingface.co/<owner>/<model-name>, CivitAI URLs in the format civitai.com/models/<id>[/<model-name>], or arbitrary .safetensors URLs from the Internet. For example, 'fofr/flux-pixar-cars'"
},
"lora_scale": {
"type": "number",
"title": "Lora Scale",
"default": 1,
"maximum": 2,
"minimum": -1,
"x-order": 7,
"description": "Determines how strongly the main LoRA should be applied. Sane results between 0 and 1."
},
"num_outputs": {
"type": "integer",
"title": "Num Outputs",
"default": 1,
"maximum": 4,
"minimum": 1,
"x-order": 6,
"description": "Number of images to output."
},
"aspect_ratio": {
"enum": [
"1:1",
"16:9",
"21:9",
"3:2",
"2:3",
"4:5",
"5:4",
"3:4",
"4:3",
"9:16",
"9:21",
"custom"
],
"type": "string",
"title": "aspect_ratio",
"description": "Aspect ratio for the generated image in text-to-image mode. The size will always be 1 megapixel, i.e. 1024x1024 if aspect ratio is 1:1. To use arbitrary width and height, set aspect ratio to 'custom'. Note: Ignored in img2img and inpainting modes.",
"default": "1:1",
"x-order": 3
},
"output_format": {
"enum": [
"webp",
"jpg",
"png"
],
"type": "string",
"title": "output_format",
"description": "Format of the output images.",
"default": "webp",
"x-order": 15
},
"guidance_scale": {
"type": "number",
"title": "Guidance Scale",
"default": 3.5,
"maximum": 10,
"minimum": 0,
"x-order": 10,
"description": "Guidance scale for the diffusion process. Lower values can give more realistic images. Good values to try are 2, 2.5, 3 and 3.5"
},
"output_quality": {
"type": "integer",
"title": "Output Quality",
"default": 90,
"maximum": 100,
"minimum": 0,
"x-order": 16,
"description": "Quality when saving the output images, from 0 to 100. 100 is best quality, 0 is lowest quality. Not relevant for .png outputs"
},
"prompt_strength": {
"type": "number",
"title": "Prompt Strength",
"default": 0.8,
"maximum": 1,
"minimum": 0,
"x-order": 11,
"description": "Prompt strength when using img2img / inpaint. 1.0 corresponds to full destruction of information in image"
},
"extra_lora_scale": {
"type": "number",
"title": "Extra Lora Scale",
"default": 1,
"maximum": 2,
"minimum": -1,
"x-order": 14,
"description": "Determines how strongly the extra LoRA should be applied."
},
"num_inference_steps": {
"type": "integer",
"title": "Num Inference Steps",
"default": 28,
"maximum": 50,
"minimum": 1,
"x-order": 8,
"description": "Number of inference steps. More steps can give more detailed images, but take longer."
},
"disable_safety_checker": {
"type": "boolean",
"title": "Disable Safety Checker",
"default": false,
"x-order": 18,
"description": "Disable safety checker for generated images."
}
}
}
Output schema
The shape of the response you’ll get when you run this model with an API.
{
"type": "array",
"items": {
"type": "string",
"format": "uri"
},
"title": "Output"
}