【WAN2.2】KONTEXT to VIDEO — v2.0

Use the 【WAN2.2】 KONTEXT to VIDEO — v2.0 workflow in ComfyUI to turn a text prompt or a person's photo into an initial image and then a video from that image, with optional image upscaling.

FLUX Kontext generates the initial image, and the workflow then creates a video from that image.

The workflow is presented as a 12-node graph, and the v2.0 summary lists a new interface, new upscaler, new model optimisation, and new LoRA loader.

Inputs are a text prompt or a photo of the subject to animate; outputs are an initial image and a video made from it.

Saved images include generation parameters in their metadata for online publishing and remixing.

Enable “Use Nodes V2 (Vue)” in ComfyUI Settings, refresh the page, and then load the workflow.

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

Other named node packs are: comfyui_pulid_flux_ll; rgthree-comfy; comfyui-custom-scripts; comfyui-multigpu; comfyui-easy-use; comfyui-frame-interpolation; comfyui-florence2; was-node-suite-comfyui; comfyui-kjnodes; ComfyUI-Upscaler-Tensorrt; comfyui-impact-pack; comfyui-mxtoolkit

Other named model items are: ae.safetensors; MiaoshouAI/Florence-2-base-PromptGen-v2.0; flux1-dev-Q8_0.gguf; pulid_flux_v0.9.0.safetensors; clip_vision_h.safetensors; rife47.pth; t5-v1_1-xxl-encoder-Q8_0.gguf; ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors; wan2.1-i

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

Toggle the built-in SeedVR2 upscaler on or off.

Documented setup options are base, GGUF, speed, and AIO. Base setup names wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors, wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors, umt5_xxl_fp8_e4m3fn_scaled.safetensors, flux1-kontext-dev-fp8-e4m3fn.safetensors, t5xxl_fp8_e4m3fn_scaled.s

With “Use Nodes V2 (Vue)” disabled, the workflow may have display problems.

The description names ComfyUI-UmeAiRT-Toolkit, while other node packs and model items are also listed. License information is not provided, so verify the exact files, node sources, workflow version, and usage rights before installing or publishing.

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