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Blake's Stable Diffusion 3 Upscale Workflow with Perp-Neg Guidance, Face Detailer

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My personal Stable Diffusion 3 workflow. Everything is tested and all settings adjusted to produce the best results.

Download the model and text encoders:  https://huggingface.co/stabilityai/stable-diffusion-3-medium

6/16/2024

  • Some LoRA were released, so I added a LoRA stack.
  • I added this contrast tweaked VAE to stage one, I prefer how it looks.  https://civitai.com/models/512311/simple-sd3-vae-color-tweaks
  • Some settings tweaks were made to the 2.0x upscale stage, so that you can't see the seam.
  • Added ModelSamplingSD3 back in. It wasn't working in my previous tests, but an update may have fixed it.

6/14/2024

  • I noticed that SD3 has issues when going over 1536 resolution, this seems to be the max resolution for SD3. I suspect this could change in the future, since SD 1.5 and SDXL don't have this limitation. It may require a custom SD3 text encoder node, that accepts dimensions. Because of this, I switched to using the Ultimate SD Upscale for 1.5x. Perp-Neg was better for upscaling, because it's better than standard and can use subject masking, but it only allowed up to 1536x1536 resolution images before it introduced artifacts.
  • Removed subject masking, because Ultimate SD Upscale accepts an image and not a latent image with a mask applied.
  • Changed to 5.0 cfg scale, this seems to be the sweet spot.

6/13/2024

  • Added background and subject clipseg masking to upscale to 1.5x using Perp-Neg Guidance.
  • Added face detailer.

6/12/2024

  • Initial release. PAG and Kohya Deep Shrink do not work for SD3 (yet). Perp-Neg Guidance does work well at 50%.
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  • - latest (2 years ago)

  • - v20240616-081140

  • - v20240614-081052

  • - v20240614-011708

  • - v20240613-090545

  • - v20240613-012835

  • - v20240612-215450

Primitive Nodes (6)

EmptySD3LatentImage (1)

ModelSamplingSD3 (1)

Note (3)

TripleCLIPLoader (1)

Custom Nodes (47)

Comfyroll Studio

  • - CR Apply LoRA Stack (1)

  • - CR LoRA Stack (1)

ComfyUI

  • - PreviewImage (5)

  • - MaskToImage (1)

  • - ConditioningZeroOut (1)

  • - ConditioningSetTimestepRange (2)

  • - ConditioningCombine (1)

  • - ImageUpscaleWithModel (1)

  • - KSamplerSelect (1)

  • - ImageScale (2)

  • - BasicScheduler (1)

  • - RandomNoise (1)

  • - SamplerCustomAdvanced (1)

  • - VAEDecode (1)

  • - VAELoader (1)

  • - UpscaleModelLoader (1)

  • - PerpNegGuider (1)

  • - CheckpointLoaderSimple (1)

  • - CLIPTextEncode (3)

  • - ToBinaryMask (1)

  • - ToBasicPipe (1)

  • - MaskDetailerPipe (1)

  • - MathExpression|pysssss (4)

  • - PlaySound|pysssss (1)

  • - Seed Generator (2)

  • - Scheduler Selector (1)

  • - Cfg Literal (1)

  • - String Literal (1)

  • - Int Literal (2)

  • - UltimateSDUpscaleNoUpscale (2)

  • - CLIPSeg Masking (1)

  • - Mask Gaussian Region (1)

  • - Image Save (1)

Checkpoints (1)

sd3_medium_incl_clips_t5xxlfp8.safetensors

LoRAs (2)

LeThAiVN_Amethyst_LoRA-SD3.safetensors

LeThAiVN_PrecipitateGirl_LoRA_SD3.safetensors