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Creator SD3.5 Ollama Ultimate Upscale / Optional LDSR Upscale / Ram Control

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Description

This workflow is basically all I'm looking for in a workflow :

My configuration :

Intel I7 / 32 GB RAM / RTX 3070 8GB VRAM

SSD 2TB / PYTHON 3.12.6

NO XFORMERS. I'm not against xformers. I installed it on a previous configuration with Python 3.10. I recently changed Python version by adding a new venv to my existing Comfyui. It took me long enough on personal time so I just didn't feel like going further.


Prompt formatting :

ai formatting using your own selfhosted ollama host

Requires Ollama, recommended with a uncensored llm like dolphin-mistral :  https://ollama.com/

In my set up, I set the OLLAMA_HOST system environment variable, but this is not mandatory. If you serve your ollama on your own PC, 127.0.0.1 will do just fine.


Multiple upscalers :


choose your own upscale : LDSR or not

just before making your choice, to use LDSR or not, there is a pause in progression, where you choose to keep going or cancel

There is also a node to free some RAM : at this stage, there is a raw export already saved

4x Nomos Ultimate, then 4x Ultrasharp, then downscale

By the way, I download my upscalers from :  https://openmodeldb.info/

Other :

separated clips : please be careful to load the right model

separated VAE : depending on you using the model's vae, please bypass the node


Destined to SD3.5, but ok with fp16 compatible models or more, if you know what you're doing :)

Last but no least, if you can't achieve a download via "Install Missing Custom Nodes", please post a comment. but you should be alright with the ComfyUi Manager node.

Enjoy !!!

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  • - latest (a year ago)

Primitive Nodes (5)

Fast Bypasser (rgthree) (1)

FreeMemoryImage (1)

Note (2)

TripleCLIPLoader (1)

Custom Nodes (22)

ComfyUI

  • - UpscaleModelLoader (2)

  • - ImageScaleBy (1)

  • - ImageUpscaleWithModel (1)

  • - CheckpointLoaderSimple (1)

  • - VAELoader (1)

  • - CLIPTextEncode (2)

  • - VAEDecode (1)

  • - KSampler (1)

ComfyUI Ollama

  • - OllamaGenerateAdvance (1)

  • - LDSRUpscaler (1)

  • - IF_DisplayText (1)

  • - EnhanceImage (1)

  • - TextInput_ (1)

  • - SaveImageWithMetaData (2)

  • - Preview Chooser (1)

  • - EmptyLatentImagePresets (1)

  • - LoraLoader|pysssss (1)

  • - UltimateSDUpscale (1)

  • - Image Remove Color (1)

Checkpoints (1)

stoiqoNewrealityFLUXSD35_sd35Prealpha.safetensors

LoRAs (1)

detailifier_sd3.5.safetensors