The Stability AI component is an AI connector that allows users to connect the AI models served on the Stability AI Platform. It can carry out the following tasks:
#Release Stage
Alpha
#Configuration
The component configuration is defined and maintained here.
#Connection
| Field | Field ID | Type | Note |
|---|---|---|---|
| API Key (required) | api_key | string | Fill your Stability AI API key. To find your keys, visit - https://platform.stability.ai/account/keys |
#Supported Tasks
#Text To Image
Generate a new image from a text prompt.
| Input | ID | Type | Description |
|---|---|---|---|
| Task ID (required) | task | string | TASK_TEXT_TO_IMAGE |
| Engine (required) | engine | string | Stability AI Engine (model) to be used. |
| Prompts (required) | prompts | array[string] | An array of prompts to use for generation. |
| Weights | weights | array[number] | An array of weights to use for generation. |
| CFG Scale | cfg_scale | number | How strictly the diffusion process adheres to the prompt text (higher values keep your image closer to your prompt) |
| Clip Guidance Preset | clip_guidance_preset | string | Clip guidance preset |
| Height | height | integer | The image height |
| Width | width | integer | The image width |
| Sampler | sampler | string | Which sampler to use for the diffusion process. If this value is omitted we'll automatically select an appropriate sampler for you. |
| Samples | samples | integer | Number of images to generate |
| Seed | seed | integer | Random noise seed (omit this option or use 0 for a random seed) |
| Steps | steps | integer | Number of diffusion steps to run. |
| Style Preset | style_preset | string | Pass in a style preset to guide the image model towards a particular style. This list of style presets is subject to change. |
| Output | ID | Type | Description |
|---|---|---|---|
| Images | images | array[string] | Generated images |
| Seeds | seeds | array[number] | Seeds of generated images |
#Image To Image
Modify an image based on a text prompt.
| Input | ID | Type | Description |
|---|---|---|---|
| Task ID (required) | task | string | TASK_IMAGE_TO_IMAGE |
| Engine (required) | engine | string | Stability AI Engine (model) to be used. |
| Prompts (required) | prompts | array[string] | An array of prompts to use for generation. |
| Init Image | init_image | string | Image used to initialize the diffusion process, in lieu of random noise. |
| Weights | weights | array[number] | An array of weights to use for generation. If unspecified, the model will automatically assign a default weight of 1.0 to each prompt. |
| Clip Guidance Preset | clip_guidance_preset | string | Clip guidance preset |
| Image Strength | image_strength | number | How much influence the init_image has on the diffusion process. Values close to 1 will yield images very similar to the init_image while values close to 0 will yield images wildly different than the init_image. The behavior of this is meant to mirror DreamStudio's "Image Strength" slider. This parameter is just an alternate way to set step_schedule_start, which is done via the calculation 1 - image_strength. For example, passing in an Image Strength of 35% (0.35) would result in a step_schedule_start of 0.65. |
| Cfg Scale | cfg_scale | number | How strictly the diffusion process adheres to the prompt text (higher values keep your image closer to your prompt) |
| Init Image Mode | init_image_mode | string | Whether to use image_strength or step_schedule_* to control how much influence the init_image has on the result. |
| Sampler | sampler | string | Which sampler to use for the diffusion process. If this value is omitted we'll automatically select an appropriate sampler for you. |
| Samples | samples | integer | Number of images to generate |
| Seed | seed | integer | Random noise seed (omit this option or use 0 for a random seed) |
| Step Schedule Start | step_schedule_start | number | Skips a proportion of the start of the diffusion steps, allowing the init_image to influence the final generated image. Lower values will result in more influence from the init_image, while higher values will result in more influence from the diffusion steps. (e.g. a value of 0 would simply return you the init_image, where a value of 1 would return you a completely different image.) |
| Step Schedule End | step_schedule_end | number | Skips a proportion of the end of the diffusion steps, allowing the init_image to influence the final generated image. Lower values will result in more influence from the init_image, while higher values will result in more influence from the diffusion steps. |
| Steps | steps | integer | Number of diffusion steps to run. |
| Style Preset | style_preset | string | Pass in a style preset to guide the image model towards a particular style. This list of style presets is subject to change. |
| Output | ID | Type | Description |
|---|---|---|---|
| Images | images | array[string] | Generated images |
| Seeds | seeds | array[number] | Seeds of generated images |