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IMG to VIDEO simple workflow WAN2.1 | GGUF | LoRA | UPSCALE | TeaCache

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Updated: Mar 30, 2025
toolupscalewanimg2videoggufi2v
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Type
Workflows
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Published
Mar 25, 2025
Base Model
Wan Video
Hash
AutoV2
4BFDBC595E
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UmeAiRT's Avatar
UmeAiRT

Following feedback from several users, my "simple" workflow has become less simple with updates.
I'm now releasing two different versions of my workflow:

  • A simple version with simplified settings

  • A complete version as you're used to

Feel free to give me feedback on this new approach.

All information about the latest update and how to use the new features can be found here: link

You can read my guide to using this workflow: link

The easiest way to install all the files needed for workflow use is to use one of my installation scripts.
To only install the missing nodes, I created another script.

To save a lot of time on video generation, you can install SageAttention. I've written a guide on the subject: link

Resources you need:

Files :

Recommendation :
24 gb Vram: Q8_0
16 gb Vram: Q5_K_S
<12 gb Vram: Q4_K_S

I2V Quant Model: city96/Wan2.1-I2V-14B-480P-gguf at main or city96/Wan2.1-I2V-14B-720P-gguf at main
In models/diffusion_models

Attention: if you're using a 720p model, you'll also need to change the "Apply Tea Cache" node settings.

CLIP : split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors · Comfy-Org/Wan_2.1_ComfyUI_repackaged at main
in models/clip

CLIP-VISION: split_files/clip_vision/clip_vision_h.safetensors · Comfy-Org/Wan_2.1_ComfyUI_repackaged at main
in models/clip_vision

VAE: split_files/vae/wan_2.1_vae.safetensors · Comfy-Org/Wan_2.1_ComfyUI_repackaged at main
in models/vae

ANY UPSCALE MODEL:

in models/upscale_models

Custom Nodes :