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WAN Video in ComfyUI

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WAN Video in ComfyUI

Official Links:
https://github.com/Wan-Video/Wan2.1
https://huggingface.co/Wan-AI/

My workflow pack:
https://civitai.com/models/1296582/wan-video-workflow-pack

basic t2v & i2v workflows at the bottom :)

UPDATE 1: Added GGUF quants from City96
UPDATE2: Added Native Models/Clip/VAE
UPDATE3: Added Native Workflows

You will need:

WRAPPER

https://github.com/kijai/ComfyUI-WanVideoWrapper

CHECKPOINTS

KIJAI WRAPPER MODELS:
t2v 14B https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan2_1-T2V-14B_fp8_e4m3fn.safetensors
t2v 1.3B https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan2_1-T2V-1_3B_bf16.safetensors
i2v FP8 480P https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan2_1-I2V-14B-480P_fp8_e5m2.safetensors
i2v FP8 720P https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan2_1-I2V-14B-720P_fp8_e4m3fn.safetensors

NATIVE MODELS:

t2v 1.3B FP16 https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/blob/main/split_files/diffusion_models/wan2.1_t2v_1.3B_fp16.safetensors

t2v 14B FP8 https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_14B_fp8_e4m3fn.safetensors

i2v 14B FP8 480p https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_480p_14B_fp8_e4m3fn.safetensors

i2v 14B FP8 720p https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_720p_14B_fp8_e4m3fn.safetensors

NATIVE V2 MODELS:
t2v 14B FP8 https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_14B_fp8_scaled.safetensors

i2v 14B FP8 480phttps://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_480p_14B_fp8_scaled.safetensors

i2v 14B FP8 720p https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_720p_14B_fp8_scaled.safetensors

GGUF MODELS:

t2v GGUF: https://huggingface.co/city96/Wan2.1-T2V-14B-gguf/tree/main

i2v GGUF: https://huggingface.co/city96/Wan2.1-I2V-14B-720P-gguf/tree/main


choose a t2v and i2v model that fits into your hardware capability
place inside /ComfyUI/models/diffusion_models/

TEXT ENCODERS

KIJAI WRAPPER

https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/open-clip-xlm-roberta-large-vit-huge-14_visual_fp16.safetensors
https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/umt5-xxl-enc-bf16.safetensors
place inside ComfyUI/models/text_encoders/

NATIVE CLIP:

https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/tree/main/split_files/text_encoders

place inside ComfyUI/models/text_encoders/

VAE


KIJAI WRAPPER

BF16 https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan2_1_VAE_bf16.safetensors
place inside ComfyUI/models/vae/

NATIVE VAE

https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/blob/main/split_files/vae/wan_2.1_vae.safetensors

place inside ComfyUI/models/vae/

KIJAI WRAPPER WORKFLOWS

basic t2v

basic i2v

auto i2v (Qwen2.5VL)
Kijai Example Workflows: https://github.com/kijai/ComfyUI-WanVideoWrapper/tree/main/example_workflows

NATIVE COMFYUI WORKFLOWS

t2v & i2v in pack, with these also:

t2v (zenkai prompt)

i2v (QwenVL)

WAN Companion workflow (interpolation/effects/upscale)


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