Model compatibility

When using NTC Sliders make sure you have the correct model selected.

AUTOMATIC1111 stable-diffusion-webui

After installing AUTOMATIC1111 Stable Diffusion WebUI:

Download NTC Sliders to the correct folder, typically [base directory]/models/Lora
In your Lora tab select your desired Slider, you may need to refresh.
Adjust the value as necessary to achieve your desired effect.

Select Lora in AUTOMATIC1111 Stable Diffusion WebUI — Select the appropriate Slider in the Lora tab of A1111

ComfyUI

ComfyUI is a powerful interface for defining custom inference workflows.

The easiest way to use Sliders with ComfyUI is the NTC Sliders ComfyUI Plugin.

Additionally Sliders work with other PEFT and LoRA tools available in ComfyUI, such as the 'Apply LoRA' workflow component.

Diffusers

Using Sliders in diffusers is the same as using any other PEFT or LoRA. Some sample code is below:

import torch 
from diffusers import StableDiffusionPipeline, EulerDiscreteScheduler

filename = "sdxl.safetensors"
pipe = StableDiffusionXLPipeline.from_single_file(filename, torch_dtype=torch.float16, variant="fp16", use_safetensors=True, local_files_only=True).to("cuda")

pipe.load_lora_weights("sdxl_sad_to_happy.safetensors", weight_name="sdxl_happy.safetensors", adapter_name="happy")
pipe.set_adapters(["happy"], adapter_weights=[1.0]) #smile

# optionally set the scheduler
pipe.scheduler = EulerDiscreteScheduler.from_config(pipe.scheduler.config)

# render a smiling Mona Lisa
prompt = "Mona Lisa"
image = pipe(prompt, denoising_end=1, width=1024, height=1024, guidance_scale=1, num_inference_steps=10).images[0]

External services

Some Slider models are available through Civit AI and HuggingFace

Sliders work with most hosted services. Feel free to contact us if you have questions about other platforms.