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IMG to VIDEO simple workflow WAN2.2 | GGUF | LoRA | UPSCALE | Fast

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Workflows

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Published

Aug 17, 2025

Base Model

Wan Video 2.2 I2V-A14B

Hash

AutoV2
C3059AAF8A
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UmeAiRT

Resources you need:

📂Files :

For base version
I2V Model : wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors and wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors
In models/diffusion_models
CLIP: umt5_xxl_fp8_e4m3fn_scaled.safetensors
in models/clip

For GGUF version
I2V Quant Model : wan2.2_i2v_high_noise_14B_QX.gguf and wan2.2_i2v_low_noise_14B_QX.gguf
In models/unet
Quant CLIP: umt5-xxl-encoder-QX.gguf
in models/clip

For speed version
lightning LoRA : Wan2.2-Lightning_I2V-A14B-4steps-lora_HIGH_fp16.safetensors and Wan2.2-Lightning_I2V-A14B-4steps-lora_LOW_fp16.safetensors

For AIO version
I2V FAST AIO Model : wan2.2-i2v-rapid-aio.safetensors
In models/checkpoint

VAE: wan_2.1_vae.safetensors
in models/vae

ANY upscale model:

in models/upscale_models

📦Custom Nodes :