【WAN2.2】KONTEXT to VIDEO — v1.0

【WAN2.2】KONTEXT to VIDEO — v1.0 is a ComfyUI workflow for generating an image from a text prompt or a person’s photo, then turning that image into a WAN video. It can also upscale images and save their generation parameters.

It first generates an image with FLUX kontext, then uses that image for WAN image-to-video generation.

Enter a text prompt for text-to-image generation, or use an image such as a person’s photo to animate.

The workflow produces an initial image and a WAN video; images can include generation parameters for publishing or remixing.

Enable “Use Nodes V2 (Vue)” in ComfyUI Settings, refresh the page, and then load the workflow; otherwise it may have display problems.

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Install ComfyUI-UmeAiRT-Toolkit through ComfyUI Manager by searching “UmeAiRT,” or use the UmeAiRT Auto-Installer.

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The named model files include: 4x_foolhardy_Remacri.pth, ae.safetensors, clip_vision_h.safetensors, flux1-dev-Q8_0.gguf, pulid_flux_v0.9.0.safetensors, and rife47.pth.

They also include: t5-v1_1-xxl-encoder-Q8_0.gguf, umt5_xxl_fp8_e4m3fn_scaled.safetensors, ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors, wan_2.1_vae.safetensors, and wan2.1-i2v-14b-480p-Q8_0.gguf.

The named ComfyUI node packs are: comfyui_pulid_flux_ll, comfyui-custom-scripts, comfyui-easy-use, comfyui-frame-interpolation, comfyui-gguf, comfyui-impact-pack, comfyui-kjnodes, comfyui-mxtoolkit, comfyui-videohelpersuite, and rgthree-comfy.

Use six LoRA slots with individual on/off toggles and strength controls; additional LoRA modules can be connected.

Toggle the built-in SeedVR2 tiled upscaler on or off.

The auto version includes automatic model downloads.

Before running, verify that the listed model files and node packs are present in ComfyUI and match the workflow; the setup details do not confirm them as ready to use.

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No license is listed, so check the applicable licensing before publishing or remixing outputs.

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