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aipromptguide.com SDXL basic API workflow

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Description

This is the workflow that I'm currently using to generate new images in SDXL for https://aipromptguide.com/

I'm keeping it here so I won't lose it, and so anyone can replicate any of the images on the site.

If you want to make your own SDXL workflow, this is a good start.


I put in all the best tech that I could, without messing with the base model's style. It uses Kohya Deep Shrink, Perturbed-Attention Guidance, and PerpNeg Guider (although the later does nothing for me, since I don't use a negative prompts for images on the site to run perpendicular to). The sample images are base SDXL with no negative prompt.

How to use (as a developer):

1. Enable developer mode in the ComfyUI settings.

2. Add --listen to your ComfyUI launcher.

3. Click Save (API Format)

4. POST the modified JSON in the body to  http://127.0.0.1:8188/promp.

There is a web socket that provides real time queue statue and progress ws://127.0.0.1:8188/ws.

GET http://127.0.0.1:8188/queue to get the entire current queue.

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  • - latest (a year ago)

  • - v20240619-082733

Primitive Nodes (3)

JWInteger (2)

Reroute (1)

Custom Nodes (26)

ComfyUI

  • - PreviewImage (1)

  • - VAEDecode (1)

  • - CheckpointLoaderSimple (1)

  • - SamplerCustomAdvanced (1)

  • - BasicScheduler (1)

  • - EmptyLatentImage (1)

  • - KSamplerSelect (1)

  • - PatchModelAddDownscale (1)

  • - VAELoader (1)

  • - CLIPTextEncodeSDXL (2)

  • - RandomNoise (1)

  • - PerpNegGuider (1)

Perturbed-Attention Guidance

  • - PerturbedAttention (1)

  • - MathExpression|pysssss (2)

  • - Sampler Selector (1)

  • - Cfg Literal (1)

  • - Int Literal (1)

  • - Checkpoint Selector (1)

  • - String Literal (4)

  • - Image Save (1)

  • - Text to Conditioning (1)

Checkpoints (2)

0.3(0.5(0.5(dreamshaper_331BakedVae) + 0.5(protogenV22Anime_22)) + 0.5(0.5(epicDiffusion_epicDiffusion11) + 0.5(rpg_V4))) + 0.7(0.5(pastelmix-better-vae) + 0.5(meinapastel_V4)).safetensors

LoRAs (0)