【WAN2.2】KONTEXT to VIDEO — v1.2

Use 【WAN2.2】KONTEXT to VIDEO — v1.2 in ComfyUI to create an image from a text prompt or photo, turn that image into a video, and optionally upscale the image. Its inputs are text prompts or images, and its outputs are images, videos, and optionally upscaled images.

It can generate an initial image with FLUX kontext and then create a video from that image, including by animating a person in a photo.

In v1.2, interpolation and upscaling are described as independent, and their execution order has changed.

Generated images include all generation parameters in their metadata.

In ComfyUI, turn on Use Nodes V2 (Vue), refresh the page, and then load the workflow; the instructions warn of possible display problems otherwise.

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

Listed model files include 4x_foolhardy_Remacri.pth, ae.safetensors, clip_vision_h.safetensors, flux1-dev-Q4_K_S.gguf, pulid_flux_v0.9.0.safetensors, and rife47.pth.

Other listed model files include t5-v1_1-xxl-encoder-Q3_K_L.gguf, umt5_xxl_fp8_e4m3fn_scaled.safetensors, ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors, wan2.1-i2v-14b-480p-Q3_K_S.gguf, and wan_2.1_vae.safetensors.

Listed node packs include comfyui-gguf, comfyui-impact-pack, comfyui-kjnodes, comfyui-mxtoolkit, comfyui-videohelpersuite, rgthree-comfy, comfyui-custom-scripts, comfyui-frame-interpolation, comfyui_pulid_flux_ll, and comfyui-easy-use.

The built-in SeedVR2 upscaler provides tiled upscaling and can be toggled on or off.

Six LoRA slots have individual on/off toggles and strength controls, and additional LoRA modules can be connected.

The auto version can download models automatically.

Before loading, verify that the listed model files and node packs are installed in your ComfyUI setup and that their names match.

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Before using or sharing it, check that the title, version, and source page are the ones you intend, and check usage rights because no license is listed.

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