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

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Updated: Mar 22, 2025
toolupscalewanimg2videoggufi2v
Type
Workflows
Stats
696
Reviews
Published
Mar 22, 2025
Base Model
Wan Video
Hash
AutoV2
3E7C20618A
Comfy Workflow Badge
UmeAiRT's Avatar
UmeAiRT

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

UPSCALE MODEL: 4x_foolhardy_Remacri.pth · utnah/LDSR at main
in models/upscale_models

Custom Nodes :