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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Versions (7)
- latest (2 years ago)
- v20240616-081140
- v20240614-081052
- v20240614-011708
- v20240613-090545
- v20240613-012835
- v20240612-215450
Node Details
Primitive Nodes (6)
EmptySD3LatentImage (1)
ModelSamplingSD3 (1)
Note (3)
TripleCLIPLoader (1)
Custom Nodes (47)
- 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)
Model Details
Checkpoints (1)
sd3_medium_incl_clips_t5xxlfp8.safetensors
LoRAs (2)
LeThAiVN_Amethyst_LoRA-SD3.safetensors
LeThAiVN_PrecipitateGirl_LoRA_SD3.safetensors