<h1 id="description:">Description:</h1>This workflow allows you to generate video from a base image and a text.You will find a step-by-step guide to using this workflow here:<span style="background-color:rgb(26, 27, 30);color:rgb(141, 141, 143);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px"> <a target="_blank" rel="ugc" href="https://civarchive.com/articles/13389">link</a>My other workflows for WAN: <a target="_blank" rel="ugc" href="https://civarchive.com/collections/9057652">link</a><h1 id="resources-you-need:">Resources you need:</h1><h2 id="files-:">📂Files :</h2>For base version I2V Model : <a target="_blank" rel="ugc" href="https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer/resolve/main/models/diffusion_models/WAN/wan2.1_i2v_480p_14B_fp8_e4m3fn.safetensors?download=true">480p</a><a target="_blank" rel="ugc" href="https://huggingface.co/city96/Wan2.1-I2V-14B-480P-gguf/tree/main"> </a>or <a target="_blank" rel="ugc" href="https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer/resolve/main/models/diffusion_models/WAN/wan2.1_i2v_720p_14B_fp8_e4m3fn.safetensors?download=true">720p</a> In models/diffusion_models For GGUF version I2V Quant Model : - 720p : <a target="_blank" rel="ugc" href="https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer/resolve/main/models/unet/WAN/wan2.1-i2v-14b-720p-Q8_0.gguf?download=true">Q8</a>, <a target="_blank" rel="ugc" href="https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer/resolve/main/models/unet/WAN/wan2.1-i2v-14b-720p-Q5_K_M.gguf?download=true">Q5</a>, <a target="_blank" rel="ugc" href="https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer/resolve/main/models/unet/WAN/wan2.1-i2v-14b-720p-Q3_K_S.gguf?download=true">Q3</a> - 480p : <a target="_blank" rel="ugc" href="https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer/resolve/main/models/unet/WAN/wan2.1-i2v-14b-480p-Q8_0.gguf?download=true">Q8</a>, <a target="_blank" rel="ugc" href="https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer/resolve/main/models/unet/WAN/wan2.1-i2v-14b-480p-Q5_K_M.gguf?download=true">Q5</a>, <a target="_blank" rel="ugc" href="https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer/resolve/main/models/unet/WAN/wan2.1-i2v-14b-480p-Q3_K_S.gguf?download=true">Q3</a> In models/unet Common files : 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/clip CLIP-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_vision VAE: <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/vae <span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px">Speed LoRA: <a target="_blank" rel="ugc" href="https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer/resolve/main/models/loras/WAN2.1/lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors?download=true">480p</a>, <a target="_blank" rel="ugc" href="https://huggingface.co/UmeAiRT/ComfyUI-Auto_installer/resolve/main/models/loras/WAN2.1/Wan21_I2V_14B_lightx2v_cfg_step_distill_lora_rank64.safetensors?download=true">720p</a> <span style="background-color:rgb(26, 27, 30);color:rgb(193, 194, 197);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px">in models/lorasANY 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-:">📦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/willmiao/ComfyUI-Lora-Manager">ComfyUI-Lora-Manager</a></li><li><a target="_blank" rel="ugc" href="https://github.com/orssorbit/ComfyUI-wanBlockswap">ComfyUI-wanBlockswap</a></li></ul><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/e9e5de80-4a38-41f5-b5b8-1cf21dbc19f9/width=525/e9e5de80-4a38-41f5-b5b8-1cf21dbc19f9.jpeg" />

【WAN2.1】IMG to VIDEO

Interface adjustment :<ul><li>The frames slider is replaced by a duration slider in seconds,</li><li>removed the interpolation ratio slider,</li><li>All models files are now in the main window.</li></ul>Backend :<ul><li>reduction of the number of custom nodes from 12 to 8,</li><li>improvement of the automatic prompt function with the replacement of 8 words like "image" or "drawing" by video to avoid making static videos,</li><li>added clip loader in GGUF version.</li></ul>New "Post-production" menu.Rollback on native upscaler.New model optimisation :<ul><li>Temporal attention for improve spatiotemporal predictive.</li><li>RifleXRoPE reduce bugs on videos longer than 5s. This allows you to increase the maximum video length from 5s to 8s.</li></ul>More detail here : <a target="_blank" rel="ugc" href="https://civitai.com/articles/13328">link</a>

Files with SHA256: a88b172c13a288d540377e78e11ae91b595ffa30dd79092834af0d9eb4edf2cb