SDXL Pipeline for Lilypad and Docker 🐋

Based on ComfyUI, the SDXL Pipeline modules for Lilypad allow you generate images on Lilypad using Stable Diffusion XL and related models.

Usage

These modules are designed to be run in a Docker container, either through the Lilypad Network or in Docker directly.

Options and tunables

The following tunables are available. All of them are optional, and have default settings that will be used if you do not provide them.

Name	Description	Default	Available options
Prompt	A text prompt for the model	"question mark floating in space"	Any string
Seed	A seed for the model	42	Any valid non-negative integer
Steps	The number of steps to run the model for	50	Any valid non-negative integer
Scheduler	The scheduler to use for the model	normal	normal, karras, exponential, sgm_uniform, simple, ddim_uniform
Sampler	The sampler to use for the model	euler_ancestral	"euler", "euler_ancestral", "heun", "heunpp2", "dpm_2", "dpm_2_ancestral", "lms", "dpm_fast", "dpm_adaptive", "dpmpp_2s_ancestral", "dpmpp_sde", "dpmpp_sde_gpu", "dpmpp_2m", "dpmpp_2m_sde", "dpmpp_2m_sde_gpu", "dpmpp_3m_sde", "dpmpp_3m_sde_gpu", "ddpm", "lcm"
Size	The output size requested in px	1024	512, 768, 1024, 2048
Batching	How many images to produce	1	1, 2, 4, 8

See the usage sections for the runner of your choice for more information on how to set and use these variables.

Lilypad

To run SDXL Pipeline in Lilypad, you can use the following commands:

SDXL 1.0

Base:

lilypad run sdxl-pipeline:v1.0-base-lilypad3 -i Prompt="an astronaut floating against a white background"

Refiner:

lilypad run sdxl-pipeline:v1.0-refiner-lilypad3 -i Prompt="an astronaut floating against a white background"

Specifying tunables

If you wish to specify more than one tunable, such as the number of steps, simply add more -i flags, like so:

lilypad run sdxl-pipeline:v1.0-base-lilypad3 -i Prompt="an astronaut floating against a white background" -i Steps=69

See the options and tunables section for more information on what tunables are available.

Docker

To run these modules in Docker, you can use the following commands:

Base:

docker run -ti --gpus all \
    -v $PWD/outputs:/outputs \
    -e PROMPT="an astronaut floating against a white background" \
    -e STEPS=50 \
    sdxl-pipeline:v1.0-base-lilypad3

Refiner:

docker run -ti --gpus all \
    -v $PWD/outputs:/outputs \
    -e PROMPT="an astronaut floating against a white background" \
    -e STEPS=50 \
    sdxl-pipeline:v1.0-refiner-lilypad3

Specifying tunables

If you wish to specify more than one tunable, such as the number of steps, simply add more -e flags, like so:

-e PROMPT="an astronaut floating against a white background" \
-e STEPS=69 \
-e SIZE=2048 \