This workflow references one image as the start and end frame to create a loop video. It has the ability to remove frames from the start and end of the video to enable a smoother loop transition. I recommend at least 12GB of VRAM. Video Generation requires good hardware. -Lowering the CFG will improve generation times but also reduce motion. -Anything over 4 seconds might fail or take forever. 3 seconds is the ideal video length for loop ---------- This workflow is a combination of <a target="_blank" rel="ugc" href="https://civarchive.com/models/1309369/img-to-video-simple-workflow-wan21-or-gguf-or-lora-or-upscale-or-teacache?modelVersionId=1803449">IMG to VIDEO simple workflow WAN2.1</a> and <a target="_blank" rel="ugc" href="https://civarchive.com/models/1426572/wan-21-seamless-loop-workflow-i2v">Wan 2.1 seamless loop workflow</a> I recommend this workflow to be used with the <a target="_blank" rel="ugc" href="https://civarchive.com/models/1655054?modelVersionId=1873761">Live Wallpaper Fast Fusion</a> model. I don't know anything about licenses so use at your own risk. ---------- The Automatic Prompt function requires Ollama. The installation process is more than just installing a node in ComfyUII recommend the gemma3 model with vision <img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/1e2705ed-5fb9-40c1-b4e5-16af082f3f32/width=525/1e2705ed-5fb9-40c1-b4e5-16af082f3f32.jpeg" />To maximize output quality, you can enter this in Ollama to generate motion-aware prompts for your images:<pre><code>You are an expert in motion design for seamless animated loops.

Given a single image as input, generate a richly detailed description of how it could be turned into a smooth, seamless animation.

Your response must include:

✅ What elements **should move**:
– Hair 
– Eyes 
– Clothing or fabric elements
– Light effects 
– Floating objects if they are clearly not rigid or fixed

🚫 And **explicitly specify what should remain static**:
– Rigid structures (e.g., chairs, weapons, metallic armor)
– Body parts not involved in subtle motion (e.g., torso, limbs unless there’s idle shifting)
– Background elements that do not visually suggest movement

⚠️ Guidelines:
– The animation must be **fluid, consistent, and seamless**, suitable for a loop 
– Do NOT include sudden movements, teleportation, scene transitions, or pose changes 
– Do NOT invent objects or effects not present in the image (e.g., leaves, particles, dust) 
– Do NOT describe static features like colors, names, or environment themes 
– Return only the description (no lists, no markdown, no instructions, no think)</code></pre>---------- 📂Files : I recommend this workflow to be used with the <a target="_blank" rel="ugc" href="https://civarchive.com/models/1655054?modelVersionId=1873761">Live Wallpaper Fast Fusion</a> model. Put it in models/diffusion_models For regular version CLIP: <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 &gt;24 gb Vram: Q8_0 16 gb Vram: Q5_K_M &lt;12 gb Vram: Q3_K_S Quant 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/clipCLIP-VISION: <a target="_blank" rel="ugc" href="https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/blob/main/split_files/clip_vision/clip_vision_h.safetensors">clip_vision_h.safetensors</a> in models/clip_visionVAE: <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="nodes:comfyui-custom-scriptsrgthree-comfycomfyui-easy-usecomfyui-kjnodescomfyui-videohelpersuitecomfyui_essentialscomfyui-frame-interpolationcomfyui-ollamacomfyui-mxtoolkitwas-node-suite-comfyuicomfyui-wanstartendframesnative-cgdwh10f5">Nodes: <a target="_blank" rel="ugc" href="https://github.com/pythongosssss/ComfyUI-Custom-Scripts">ComfyUI-Custom-Scripts</a> <a target="_blank" rel="ugc" href="https://github.com/rgthree/rgthree-comfy">rgthree-comfy</a> <a target="_blank" rel="ugc" href="https://github.com/yolain/ComfyUI-Easy-Use">ComfyUI-Easy-Use</a> <a target="_blank" rel="ugc" href="https://github.com/kijai/ComfyUI-KJNodes">ComfyUI-KJNodes</a> <a target="_blank" rel="ugc" href="https://github.com/Kosinkadink/ComfyUI-VideoHelperSuite">ComfyUI-VideoHelperSuite</a> <a target="_blank" rel="ugc" href="https://github.com/cubiq/ComfyUI_essentials">ComfyUI_essentials</a> <a target="_blank" rel="ugc" href="https://github.com/Fannovel16/ComfyUI-Frame-Interpolation">ComfyUI-Frame-Interpolation</a> <a target="_blank" rel="ugc" href="https://github.com/stavsap/comfyui-ollama">comfyui-ollama</a> <a target="_blank" rel="ugc" href="https://github.com/Smirnov75/ComfyUI-mxToolkit">ComfyUI-mxToolkit</a> <a target="_blank" rel="ugc" href="https://github.com/WASasquatch/was-node-suite-comfyui">was-node-suite-comfyui</a> <a target="_blank" rel="ugc" href="https://github.com/Flow-two/ComfyUI-WanStartEndFramesNative">ComfyUI-WanStartEndFramesNative</a></h2>

Wan 2.1 Image to Video Loop | Workflow

Added GGUF Version. Removed some optimization options.

Files with SHA256: 45e9b38a2b9086b620cc68e3d5978225f9afbb63134f77253ef2fbe24a2eabdc