Category: AI Tutorials
Midjourneyfier 63

Wan 2.2 Lightning LORA 3 Steps in total workflow

This video was created using a 3 steps total workflow in 720p, around 25% faster than normal 2 steps per model workflow. The idea was that since the first high noise model is high noise anyways, there may be a configuration of parameters that only needs 1 step for it. It seems to work but I have mention that from time to time the image gets blurry and have not tested it other with images from THESE series witch have a very particular style and the motion is very still.

Here is the workflow, you can try it yourself. Note that you need the lighting loras and the Wan2.2 I2V Models (I am using GGUF versions). Any missing nodes should be downloaded using the manager.
https://aurelm.com/upload/ComfyWorkflows/Wan_22_IMG2VID_3_STEPS_TOTAL.json

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Qwen Randomizer 04

Behold, the Qwen Image Deconsistencynator !!!! (Or randomizer & Midjourneyfier)

Qwen image has been getting a lot of unjustified heat for something wonderful (consistancy when updating prompts). Now I understand why some people want that random factor, finding the perfect shot by just hitting generate so I made this custom workflow that uses Qwen24VL3BInstruct to generate variations of the initial prompt, improving it and simulating the “old ways” of doing things.
This uses Qwen Image Edit as base model for generating image, but the initial prompt tweaking nodes in the left can be copy pasted to any workflow. Link bellow and samples + youtube tutorial:

Workflow for getting Midjorney like images
Workflow for SRPO Refiner
Edit: Changend the workflow and updated with better prompt generation. There is now a midjourneyfier boolean at the beginning of the left group so you can either diversify the prompt like the first example with the wires below or midjourneyfi the hell out of it like the later photos.

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UPSCALE THUMBNAIL

Proper photo AI upscaling in 2025

As a photographer and AI enthusiast and technical artist I experimented everything possible long before midjourney and such came along (back in the days of discu diffusion in 2021). So I got a head start. Of course as a photographer I was very interested on how to use it for photography, and upscaling in this case. All commercial tools at this point suck for me.
But working with open source tools like comfyUI I finally managed to get something incredible. Example here : (first is 100% crop of tohe eye in the last image, second is upscaled version of the eye and then zoom out to original).

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