Wan2.2 Comfyui Working Guide (Open Discussion)

#3
by darkstorm2150 - opened

KSampler for Wan 2.2 MoE for ComfyUI is required!
by author: stduhpf

In Comfyui use the "Customs Node Manager" to install it.

Afterwards, use these settings by u/ucren

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Sigma Shift: can be 3.0 to 5.0, depending on how much motion you want.

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what strength should we be using for the high and low loras in the lora loader?

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added it

what strength should we be using for the high and low loras in the lora loader?

standard strength of 1.0 for both, I'm still testing it though..

WaMoESampler? i think you should use ksampler. lightning lora always 4steps, high 2 steps and low 2 steps @darkstorm2150

@ZKong I tried the ksampler, and it gave me drunk/blurry/oversaturated results, tried 8 different configurations, its a mess, the MoEKSampler fixed it.

So correct me if I'm wrong, with the MoEKSampler it seems to be automatically calculating the steps needed for each of the high/low models? If so, what if we want more or less steps on either of the high/low models?

So correct me if I'm wrong, with the MoEKSampler it seems to be automatically calculating the steps needed for each of the high/low models? If so, what if we want more or less steps on either of the high/low models?

well thats where the simple two Ksamplers come in, having control means having to figure out the puzzle, I tried it and honestly its not worth it, though I could be wrong by tomorrow.

I don’t mean to be rude but there’s so much misinformation it’s baffling. You don’t need no useless custom nodes. Seems people don’t even bother reading simple instructions anymore. You MUST :

  • use EULER sampler;
  • use SIMPLE scheduler;
  • use shift 5;
  • use 2 steps for HIGH;
  • use 2 steps for LOW;

SHIFT 5 => SIMPLE scheduler => 2/2 steps=> Sigmas used during distillation. You can very easily verify this by yourself inside comfyui by doing
(Load model+shift+ basic scheduler+ preview any). Also the lora in this repo has lot of missing blocks, something went wrong

Use kijai's version of that lora, that one is working as intended (2+2 steps, no ghosting)
https://huggingface.co/Kijai/WanVideo_comfy/tree/main/LoRAs/Wan22_Lightx2v

yeah,right ,i just tested it.kj's lora works well

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Getting cannot access local variable 'callback_latent' where it is not associated with a value with the kijai lora

Use kijai's version of that lora, that one is working as intended (2+2 steps, no ghosting)
https://huggingface.co/Kijai/WanVideo_comfy/tree/main/LoRAs/Wan22_Lightx2v

do i need to use low noise lora frm lightx2v? if anyone could share a working example workflow would be much appreciated!

2+2 steps gives me blurry results on q5_k_m even with MoeKsampler and these Loras but motion is indeed much improved.
Bumping low noise steps to 4 (using double k samplers) looks significantly better.
Haven't tried yet the entire model (is it quant or what is it exactly?) but Loras look very promising. Thanks for releasing this!
Oh btw wonder how this new HIGH Lora would behave with SEKO LOW noise Lora since SEKO gave me the sharpest image quality yet, but It really laked the motion.

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