Comfyui workflow for text to video, image to video, video to video, video stylize, video character replacement, clothes swapper, long video generation, low VRAM, 6 steps, all in one simple ULTIMATE workflow.
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v2 Coming soon
add prompt progression/scheduler
add xtend existing video
add 2 image reference
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v1.20250724 Ultimate
add xtend long video generator (with controlnet+masking available)
add loopback feature
better upscale and uprte method
higher resolution for the same VRAM
Framepack killer
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READ ME‼️‼️
Adjust only parameters in YELLOW nodes
prompt the GREEN node in detail
read the MUTER SWITCH GUIDE and MODEL GUIDE
check additional switchs/adjustment in YELLOW nodes
leave the BLACK nodes intact
bypass SAGE ATTENTION node if you don't have it installed
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MODEL GUIDE
Use VACE model + CauseVid and/or Self-Forcing lora
14B for quality
1.3B for faster inference
Change GGUF Loader node to Load Diffusion Model node for .safetensor files
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14B VACE model GGUF + CauseVid lora (6 steps only)
https://huggingface.co/QuantStack/Wan2.1_14B_VACE-GGUF/tree/main
or
14B FusionX VACE GGUF (CauseVid merged)
https://huggingface.co/QuantStack/Wan2.1_T2V_14B_FusionX_VACE-GGUF
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1.3B VACE Self-Forcing model used (6 steps only, no CauseVid needed)
https://huggingface.co/lym00/Wan2.1_T2V_1.3B_SelfForcing_VACE/tree/main
*1.3B VACE GGUF fails to give good result
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Use https://openmodeldb.info/models/4x-ClearRealityV1 for upscaling
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SWITCH GUIDE
Text to video = all OFF
Image reference to video = Image1 ON
Image to video = Image1 + FLF ON
First & Last Frame to video = Image1+2+FLF ON
FLF video control = Image1+2+VidRef+FLF+control ON
V2V style change = Image1+VidRef+controlnet ON
V2V subject change = Image1+VidRef+control+SAM ON
V2V background change = same as above+invert mask
Switch ON Xtends switches according your needs (monitor progress in the group)
Loopback ON to make looping video
Description
fast upload, workflow and guide will be updated
FAQ
Comments (5)
Giving error
What error?
I fixed it , the only issue is - how to change size like width and height cause it feels like u got cooked in by default some weird size - 832 width and 480 height
@amsterdammaxred855 480x832 is not wierd but yeah, WAN give some guidelines for proper resolution, just input the right one in the input node👍
And check the new update
wait, you know where to input width and height for this workflow right? you just need adjustment only in yellow node