Wan 2.2 First Last Frame

Use Wan 2.2 First Last Frame to generate video from first and last frame images with the Wan Video 2.2 I2V-A14B base model; the frames guide the scene and action, and the workflow supports LoRA loading, interpolation, and upscaling.

The workflow combines first-and-last-frame guidance with LoRA loading, block swapping, interpolation, and upscaling.

First and last frame images guide and control the scene and action.

Interpolation and upscaling are included as finishing touches for video generation.

Choose the TensorRT interpolation and upscaling version only with an RTX50xx series card; use the standard version with other video cards.

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The listed model files are umt5_xxl_fp8_e4m3fn_scaled.safetensors, wan_2.1_vae.safetensors, wan2.1_flf2v_720p_14B_fp16.safetensors, wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors, and wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors.

The listed node packs are comfyui-custom-scripts, comfyui-mxtoolkit, ComfyUI-Rife-Tensorrt, ComfyUI-Upscaler-Tensorrt, comfyui-videohelpersuite, rgthree-comfy, and wanblockswap.

Block swapping is included to help with VRAM.

Before use, verify that wanblockswap is available in your setup.

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No license information is provided for this workflow.