This workflow uses Wan2.1 VACE to turn any input video into a seamless loop.It feeds the last 15 frames of the input video, a X-30 frame blank segment, and the first 15 frames into VACE to generate a transition.Finally, it removes the overlapping 30 frames (15 from the end and 15 from the start) and merges the result with the original video for output.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/00626427-348e-4156-89c1-0ca68364152c/width=525/00626427-348e-4156-89c1-0ca68364152c.jpeg" /><a target="_blank" rel="ugc" href="https://civarchive.com/articles/13570"><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/42be6750-3055-49d6-9b35-b92ea7e90442/width=525/42be6750-3055-49d6-9b35-b92ea7e90442.jpeg" /></a><a target="_blank" rel="ugc" href="https://civarchive.com/models/1309415"><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/281c1151-1930-4c9b-a838-181b8ebb0e75/width=525/281c1151-1930-4c9b-a838-181b8ebb0e75.jpeg" /></a><a target="_blank" rel="ugc" href="https://civarchive.com/collections/9057652"><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/a9f7a3e8-c254-4f13-b697-c1ec728bf787/width=525/a9f7a3e8-c254-4f13-b697-c1ec728bf787.jpeg" /></a><a target="_blank" rel="ugc" href="https://discord.gg/airt"><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/216d7ad1-c8aa-4cbb-a3db-8e4f8cf52fb9/width=525/216d7ad1-c8aa-4cbb-a3db-8e4f8cf52fb9.jpeg" /></a><h1 id="resources-you-need:-i506memfi">Resources you need:</h1><h2 id="files-:-zntm99i8a">📂Files :</h2>Recommendation : &gt;24 gb Vram: base or Q8_0 16 gb Vram: Q5_K_S &lt;12 gb Vram: Q4_K_SFor base version VACE Model: <a target="_blank" rel="ugc" href="https://huggingface.co/Kamikaze-88/Wan2.1-VACE-14B-fp8/resolve/main/wan2.1_vace_14B_fp8_e4m3fn.safetensors?download=true">wan2.1_vace_14B_fp8_e4m3fn.safetensors</a> or <a target="_blank" rel="ugc" href="https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer/resolve/main/models/diffusion_models/WAN/wan2.1_vace_1.3B_fp16.safetensors?download=true">wan2.1_vace_1.3B_fp16.safetensors</a> In models/diffusion_modelsCLIP: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/blob/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors">umt5_xxl_fp8_e4m3fn_scaled.safetensors</a> in models/clipFor GGUF version VACE Quant Model: <a target="_blank" rel="ugc" href="https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer/tree/main/models/unet/WAN">Wan2.1-VACE-14B-QX_0.gguf</a> In models/diffusion_modelsQuant CLIP: <a target="_blank" rel="ugc" href="https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer/tree/main/models/clip">umt5-xxl-encoder-QX.gguf</a> in models/clipVAE: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/blob/main/split_files/vae/wan_2.1_vae.safetensors">wan_2.1_vae.safetensors</a> in models/vaeANY upscale model:<ul><li>Realistic : <a target="_blank" rel="ugc" href="https://huggingface.co/spaces/Marne/Real-ESRGAN/blob/main/RealESRGAN_x4plus.pth">RealESRGAN_x4plus.pth</a></li><li>Anime : <a target="_blank" rel="ugc" href="https://huggingface.co/spaces/Marne/Real-ESRGAN/blob/main/RealESRGAN_x4plus_anime_6B.pth">RealESRGAN_x4plus_anime_6B.pth</a></li></ul>in models/upscale_models<h2 id="custom-nodes-:-68re03a6y">📦Custom Nodes :</h2><ul><li><a target="_blank" rel="ugc" href="https://github.com/pythongosssss/ComfyUI-Custom-Scripts">ComfyUI-Custom-Scripts</a></li><li><a target="_blank" rel="ugc" href="https://github.com/city96/ComfyUI-GGUF">ComfyUI-GGUF</a></li><li><a target="_blank" rel="ugc" href="https://github.com/kijai/ComfyUI-KJNodes">ComfyUI-KJNodes</a></li><li><a target="_blank" rel="ugc" href="https://github.com/Kosinkadink/ComfyUI-VideoHelperSuite">ComfyUI-VideoHelperSuite</a></li><li><a target="_blank" rel="ugc" href="https://github.com/Smirnov75/ComfyUI-mxToolkit">ComfyUI-mxToolkit</a></li><li><a target="_blank" rel="ugc" href="https://github.com/facok/ComfyUI-HunyuanVideoMultiLora">ComfyUI-HunyuanVideoMultiLora</a></li><li><a target="_blank" rel="ugc" href="https://github.com/rgthree/rgthree-comfy">rgthree-comfy</a></li><li><a target="_blank" rel="ugc" href="https://github.com/Fannovel16/ComfyUI-Frame-Interpolation">ComfyUI-Frame-Interpolation</a></li><li><a target="_blank" rel="ugc" href="https://github.com/WASasquatch/was-node-suite-comfyui">WAS Node Suite</a></li><li><a target="_blank" rel="ugc" href="https://github.com/kijai/ComfyUI-Florence2">ComfyUI-Florence2</a></li><li><a target="_blank" rel="ugc" href="https://github.com/yuvraj108c/ComfyUI-Upscaler-Tensorrt">ComfyUI-Upscaler-Tensorrt</a></li><li><a target="_blank" rel="ugc" href="https://github.com/pollockjj/ComfyUI-MultiGPU">ComfyUI-MultiGPU</a></li><li><a target="_blank" rel="ugc" href="https://github.com/chflame163/ComfyUI_LayerStyle">ComfyUI_LayerStyle</a></li></ul><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/e9e5de80-4a38-41f5-b5b8-1cf21dbc19f9/width=525/e9e5de80-4a38-41f5-b5b8-1cf21dbc19f9.jpeg" />

VIDEO LOOP simple workflow WAN2.1 | GGUF | LoRA | UPSCALE | TeaCache

Completely remade version with VACE

Files with SHA256: a4a573d1cac02cbf2f1122bba6f5998f98517660639883a73019b67945e69f2a