{ "id": "90af4995-d3e7-4043-a81f-4dcb0d90968e", "revision": 0, "last_node_id": 741, "last_link_id": 7826, "nodes": [ { "id": 668, "type": "ImageFromBatch", "pos": [ -140, -20 ], "size": [ 260, 140 ], "flags": {}, "order": 7, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 7587 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 7813 ] } ], "properties": { "Node name for S&R": "ImageFromBatch", "cnr_id": "comfy-core", "ver": "0.7.0", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10 }, "widgets_values": [ 0, 48 ] }, { "id": 678, "type": "SaveVideo", "pos": [ 3190, -200 ], "size": [ 810, 1200 ], "flags": {}, "order": 12, "mode": 0, "inputs": [ { "name": "video", "type": "VIDEO", "link": 7824 } ], "outputs": [], "properties": {}, "widgets_values": [ "video/ComfyUI", "auto", "auto" ] }, { "id": 665, "type": "GetVideoComponents", "pos": [ -140, -200 ], "size": [ 260, 130 ], "flags": { "collapsed": false }, "order": 6, "mode": 0, "inputs": [ { "name": "video", "type": "VIDEO", "link": 7811 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 7587 ] }, { "name": "audio", "type": "AUDIO", "links": [ 7605 ] }, { "name": "fps", "type": "FLOAT", "links": [ 7584 ] } ], "properties": { "Node name for S&R": "GetVideoComponents" }, "widgets_values": [] }, { "id": 666, "type": "CreateVideo", "pos": [ 1760, -200 ], "size": [ 230, 130 ], "flags": {}, "order": 9, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 7583 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": 7605 }, { "name": "fps", "type": "FLOAT", "widget": { "name": "fps" }, "link": 7584 } ], "outputs": [ { "name": "VIDEO", "type": "VIDEO", "links": [ 7585, 7826 ] } ], "properties": { "Node name for S&R": "CreateVideo" }, "widgets_values": [ 30 ] }, { "id": 667, "type": "SaveVideo", "pos": [ 2100, -270 ], "size": [ 600, 1240.375 ], "flags": {}, "order": 10, "mode": 0, "inputs": [ { "name": "video", "type": "VIDEO", "link": 7585 } ], "outputs": [], "properties": {}, "widgets_values": [ "video/ComfyUI", "mp4", "h264" ] }, { "id": 632, "type": "8c62a455-6744-43c8-9352-543905ed4db7", "pos": [ 1300, -200 ], "size": [ 390, 646.65625 ], "flags": {}, "order": 8, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 7813 }, { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 7815 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 7816 }, { "label": "clip", "name": "model_name", "type": "COMBO", "widget": { "name": "model_name" }, "link": null }, { "label": "wan_vae", "name": "model_name_1", "type": "COMBO", "widget": { "name": "model_name_1" }, "link": null } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 7583 ] } ], "properties": { "proxyWidgets": [ [ "708", "value" ], [ "709", "value" ], [ "703", "model" ], [ "705", "lora" ], [ "704", "model_name" ], [ "701", "model_name" ], [ "696", "steps" ], [ "696", "denoise_strength" ], [ "696", "seed" ], [ "696", "control_after_generate" ] ] }, "widgets_values": [] }, { "id": 655, "type": "MarkdownNote", "pos": [ 740, -200 ], "size": [ 480, 500 ], "flags": { "collapsed": false }, "order": 0, "mode": 0, "inputs": [], "outputs": [], "title": "Settings", "properties": {}, "widgets_values": [ "| Category | Subcategory | Parameter Recommendations |\n|------------------------|----------------------|----------------------------------------------|\n| **Adjust Size** | Width and height | It must be divisible by 64 (e.g., 1088 instead of 1080). You can also try 4K (3840 x 2160), but it will take more time to get the output. |\n| **Denoising Strength** | Creative Upscaling | 0.20 – 0.30 (coarse) |\n| | Detail Preserving | 0.10 – 0.20 (fine) |\n| **Steps** | Quick Upscaling | 4 – 12 Steps |\n| | Detailed Upscaling | 12 – 30 Steps |" ], "color": "#222", "bgcolor": "#000" }, { "id": 719, "type": "ResolutionSelector", "pos": [ 290, -200 ], "size": [ 270, 170 ], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [ { "name": "width", "type": "INT", "links": [ 7815 ] }, { "name": "height", "type": "INT", "links": [ 7816 ] } ], "properties": { "Node name for S&R": "ResolutionSelector" }, "widgets_values": [ "9:16 (Portrait Widescreen)", 2.1 ] }, { "id": 727, "type": "LoadVideo", "pos": [ -550, -200 ], "size": [ 360, 760 ], "flags": {}, "order": 2, "mode": 0, "inputs": [], "outputs": [ { "name": "VIDEO", "type": "VIDEO", "links": [ 7811, 7825 ] } ], "properties": { "Node name for S&R": "LoadVideo" }, "widgets_values": [ "input_upscale.mp4", "image" ] }, { "id": 728, "type": "MarkdownNote", "pos": [ -140, 180 ], "size": [ 270, 190 ], "flags": { "collapsed": false }, "order": 3, "mode": 0, "inputs": [], "outputs": [], "title": "Trim Video", "properties": {}, "widgets_values": [ "- Upscale duration can be up to 121 frames with Wan 2.2\n- Upscale duration is constrained by available VRAM" ], "color": "#222", "bgcolor": "#000" }, { "id": 729, "type": "MarkdownNote", "pos": [ -1170, -230 ], "size": [ 500, 800 ], "flags": {}, "order": 4, "mode": 0, "inputs": [], "outputs": [], "title": "Utility Video Upscale", "properties": {}, "widgets_values": [ "Upscale videos to sharper, higher-resolution outputs with Wan2.2, with precise control over detail, denoise strength, and sizing parameters in **Utility Video Upscale**.\n\n## How It Works\n1. Upload a video\n2. Choose the target size\n3. Wan2.2 upscales and sharpens the frames\n4. The workflow rebuilds and saves the final video\n\n## Tips\n- Use clean source videos with stable framing\n- Can improve heavily compressed, blurry, or noisy footage\n- Keep the target width and height divisible by 64\n- Use lower denoise values for faithful upscaling and higher values for more creative detail\n- Shorter clips are faster and easier to test before processing a full video\n\n## Constraints\n- 4K resolution requires a lot of VRAM\n\n## That's it.\n\nLow-resolution video to sharper upscaled output in ComfyUI with **Utility Video Upscale**." ], "color": "#222", "bgcolor": "#000" }, { "id": 732, "type": "MarkdownNote", "pos": [ 290, 30 ], "size": [ 270, 120 ], "flags": { "collapsed": false }, "order": 5, "mode": 0, "inputs": [], "outputs": [], "title": "Resolution", "properties": {}, "widgets_values": [ "- Full HD ~ 2.1 megapixel\n- 4K ~ 8.3 megapixel" ], "color": "#222", "bgcolor": "#000" }, { "id": 741, "type": "e0ef1fc8-f374-4aa1-8965-c7a9efc7a0f0", "pos": [ 2830, -200 ], "size": [ 290, 186.65625 ], "flags": {}, "order": 11, "mode": 0, "inputs": [ { "label": "Before Video", "name": "video", "type": "VIDEO", "link": 7825 }, { "label": "After Video", "name": "video_1", "type": "VIDEO", "link": 7826 } ], "outputs": [ { "name": "VIDEO", "type": "VIDEO", "links": [ 7824 ] } ], "properties": { "proxyWidgets": [ [ "740", "direction" ], [ "740", "match_image_size" ], [ "740", "spacing_width" ], [ "740", "spacing_color" ] ], "cnr_id": "comfy-core", "ver": "0.13.0" }, "widgets_values": [] } ], "links": [ [ 7583, 632, 0, 666, 0, "IMAGE" ], [ 7584, 665, 2, 666, 2, "FLOAT" ], [ 7585, 666, 0, 667, 0, "VIDEO" ], [ 7587, 665, 0, 668, 0, "IMAGE" ], [ 7605, 665, 1, 666, 1, "AUDIO" ], [ 7811, 727, 0, 665, 0, "VIDEO" ], [ 7813, 668, 0, 632, 0, "IMAGE" ], [ 7815, 719, 0, 632, 1, "INT" ], [ 7816, 719, 1, 632, 2, "INT" ], [ 7824, 741, 0, 678, 0, "VIDEO" ], [ 7825, 727, 0, 741, 0, "VIDEO" ], [ 7826, 666, 0, 741, 1, "VIDEO" ] ], "groups": [ { "id": 2, "title": "Before vs After Comparison", "bounding": [ 2800, -300, 1250, 1350 ], "color": "#3f789e", "flags": {} }, { "id": 30, "title": "Target Resolution", "bounding": [ 250, -300, 350, 500 ], "color": "#3f789e", "flags": {} }, { "id": 31, "title": "Utility Video Upscale", "bounding": [ 700, -300, 1300, 900 ], "color": "#3f789e", "flags": {} }, { "id": 32, "title": "Load Video", "bounding": [ -600, -300, 750, 900 ], "color": "#3f789e", "flags": {} } ], "definitions": { "subgraphs": [ { "id": "8c62a455-6744-43c8-9352-543905ed4db7", "version": 1, "state": { "lastGroupId": 32, "lastNodeId": 741, "lastLinkId": 7826, "lastRerouteId": 0 }, "revision": 0, "config": {}, "name": "Utility Video Upscale", "inputNode": { "id": -10, "bounding": [ 50, 430, 128, 188 ] }, "outputNode": { "id": -20, "bounding": [ 3350, -30, 128, 68 ] }, "inputs": [ { "id": "371f8baf-0bc1-4a91-817f-ce0206f77222", "name": "image", "type": "IMAGE", "linkIds": [ 7768 ], "localized_name": "image", "pos": [ 154, 454 ] }, { "id": "37230f9c-bd5e-4ef9-b3cd-ef4322535528", "name": "width", "type": "INT", "linkIds": [ 7776 ], "pos": [ 154, 474 ] }, { "id": "8f90be38-d43b-4479-bb3e-c1e1d3d89a32", "name": "height", "type": "INT", "linkIds": [ 7777 ], "pos": [ 154, 494 ] }, { "id": "c9d87cc7-bf4c-4153-bc8b-7530116eb5c1", "name": "model", "type": "COMBO", "linkIds": [ 7820 ], "pos": [ 154, 514 ] }, { "id": "30d06357-0122-4852-9b8b-f9a2cca8193d", "name": "lora", "type": "COMBO", "linkIds": [ 7821 ], "pos": [ 154, 534 ] }, { "id": "6f47a2cb-cf72-4a2a-a609-02778bd2ce23", "name": "model_name", "type": "COMBO", "linkIds": [ 7822 ], "label": "clip", "pos": [ 154, 554 ] }, { "id": "ed6ed0b0-22d5-4606-bfe1-8a05f418c89e", "name": "model_name_1", "type": "COMBO", "linkIds": [ 7823 ], "label": "wan_vae", "pos": [ 154, 574 ] } ], "outputs": [ { "id": "c3d1d6b4-d4da-4506-9c15-8122aa73586b", "name": "images", "type": "IMAGE", "linkIds": [ 7753 ], "localized_name": "images", "pos": [ 3374, -6 ] } ], "widgets": [], "nodes": [ { "id": 700, "type": "WanVideoTorchCompileSettings", "pos": [ 1240, 60 ], "size": [ 300, 350 ], "flags": { "collapsed": false }, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "localized_name": "torch_compile_args", "name": "torch_compile_args", "type": "WANCOMPILEARGS", "slot_index": 0, "links": [ 7758 ] } ], "title": "Torch CompSettings", "properties": { "Node name for S&R": "WanVideoTorchCompileSettings", "cnr_id": "comfyui-wanvideowrapper", "ver": "1.2.3", "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [ "inductor", false, "default", false, 64, true, 128, false, false ] }, { "id": 708, "type": "PrimitiveInt", "pos": [ 580, 70 ], "size": [ 270, 110 ], "flags": {}, "order": 12, "mode": 0, "inputs": [ { "localized_name": "value", "name": "value", "type": "INT", "widget": { "name": "value" }, "link": 7776 } ], "outputs": [ { "localized_name": "INT", "name": "INT", "type": "INT", "links": [ 7774 ] } ], "title": "Width", "properties": { "Node name for S&R": "PrimitiveInt" }, "widgets_values": [ 896, "fixed" ] }, { "id": 709, "type": "PrimitiveInt", "pos": [ 580, 250 ], "size": [ 270, 110 ], "flags": {}, "order": 13, "mode": 0, "inputs": [ { "localized_name": "value", "name": "value", "type": "INT", "widget": { "name": "value" }, "link": 7777 } ], "outputs": [ { "localized_name": "INT", "name": "INT", "type": "INT", "links": [ 7775 ] } ], "title": "Heigth", "properties": { "Node name for S&R": "PrimitiveInt" }, "widgets_values": [ 1664, "fixed" ] }, { "id": 706, "type": "ImageResize+", "pos": [ 900, 70 ], "size": [ 230, 330 ], "flags": { "collapsed": false }, "order": 11, "mode": 0, "inputs": [ { "localized_name": "image", "name": "image", "type": "IMAGE", "link": 7768 }, { "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 7774 }, { "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 7775 } ], "outputs": [ { "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "links": [ 7771, 7772 ] }, { "localized_name": "width", "name": "width", "type": "INT", "links": [] }, { "localized_name": "height", "name": "height", "type": "INT", "links": [] } ], "properties": { "Node name for S&R": "ImageResize+" }, "widgets_values": [ 1088, 1920, "lanczos", "fill / crop", "always", 64 ] }, { "id": 705, "type": "WanVideoLoraSelect", "pos": [ 1240, 460 ], "size": [ 300, 220 ], "flags": {}, "order": 1, "mode": 0, "inputs": [ { "localized_name": "prev_lora", "name": "prev_lora", "shape": 7, "type": "WANVIDLORA", "link": null }, { "localized_name": "blocks", "name": "blocks", "shape": 7, "type": "SELECTEDBLOCKS", "link": null }, { "localized_name": "lora", "name": "lora", "type": "COMBO", "widget": { "name": "lora" }, "link": 7821 } ], "outputs": [ { "localized_name": "lora", "name": "lora", "type": "WANVIDLORA", "links": [ 7789 ] } ], "title": "Lightning Lora", "properties": { "Node name for S&R": "WanVideoLoraSelect", "ue_properties": { "input_ue_unconnectable": {}, "widget_ue_connectable": {} } }, "widgets_values": [ "lightx2v_14B_T2V_cfg_step_distill_lora_adaptive_rank_quantile_0.15_bf16.safetensors", 0.7, false, false ] }, { "id": 696, "type": "WanVideoSampler", "pos": [ 2640, 90 ], "size": [ 290, 1120 ], "flags": { "collapsed": false }, "order": 7, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "WANVIDEOMODEL", "link": 7760 }, { "localized_name": "image_embeds", "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "link": 7746 }, { "localized_name": "text_embeds", "name": "text_embeds", "shape": 7, "type": "WANVIDEOTEXTEMBEDS", "link": 7759 }, { "localized_name": "samples", "name": "samples", "shape": 7, "type": "LATENT", "link": 7747 }, { "localized_name": "feta_args", "name": "feta_args", "shape": 7, "type": "FETAARGS", "link": null }, { "localized_name": "context_options", "name": "context_options", "shape": 7, "type": "WANVIDCONTEXT", "link": null }, { "localized_name": "cache_args", "name": "cache_args", "shape": 7, "type": "CACHEARGS", "link": null }, { "localized_name": "flowedit_args", "name": "flowedit_args", "shape": 7, "type": "FLOWEDITARGS", "link": null }, { "localized_name": "slg_args", "name": "slg_args", "shape": 7, "type": "SLGARGS", "link": null }, { "localized_name": "loop_args", "name": "loop_args", "shape": 7, "type": "LOOPARGS", "link": null }, { "localized_name": "experimental_args", "name": "experimental_args", "shape": 7, "type": "EXPERIMENTALARGS", "link": null }, { "localized_name": "sigmas", "name": "sigmas", "shape": 7, "type": "SIGMAS", "link": null }, { "localized_name": "unianimate_poses", "name": "unianimate_poses", "shape": 7, "type": "UNIANIMATE_POSE", "link": null }, { "localized_name": "fantasytalking_embeds", "name": "fantasytalking_embeds", "shape": 7, "type": "FANTASYTALKING_EMBEDS", "link": null }, { "localized_name": "uni3c_embeds", "name": "uni3c_embeds", "shape": 7, "type": "UNI3C_EMBEDS", "link": null }, { "localized_name": "multitalk_embeds", "name": "multitalk_embeds", "shape": 7, "type": "MULTITALK_EMBEDS", "link": null }, { "localized_name": "freeinit_args", "name": "freeinit_args", "shape": 7, "type": "FREEINITARGS", "link": null } ], "outputs": [ { "localized_name": "samples", "name": "samples", "type": "LATENT", "links": [] }, { "localized_name": "denoised_samples", "name": "denoised_samples", "type": "LATENT", "links": [ 7745 ] } ], "properties": { "Node name for S&R": "WanVideoSampler", "cnr_id": "comfyui-wanvideowrapper", "ver": "1.2.3", "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [ 4, 1.0000000000000002, 5, 1050612516184924, "randomize", false, "euler", 0, 0.25, false, "comfy", 0, -1, true ] }, { "id": 703, "type": "WanVideoModelLoader", "pos": [ 1570, 50 ], "size": [ 540, 450 ], "flags": {}, "order": 4, "mode": 0, "inputs": [ { "localized_name": "compile_args", "name": "compile_args", "shape": 7, "type": "WANCOMPILEARGS", "link": 7758 }, { "localized_name": "block_swap_args", "name": "block_swap_args", "shape": 7, "type": "BLOCKSWAPARGS", "link": null }, { "localized_name": "lora", "name": "lora", "shape": 7, "type": "WANVIDLORA", "link": null }, { "localized_name": "vram_management_args", "name": "vram_management_args", "shape": 7, "type": "VRAM_MANAGEMENTARGS", "link": null }, { "localized_name": "extra_model", "name": "extra_model", "shape": 7, "type": "VACEPATH", "link": null }, { "localized_name": "fantasytalking_model", "name": "fantasytalking_model", "shape": 7, "type": "FANTASYTALKINGMODEL", "link": null }, { "localized_name": "multitalk_model", "name": "multitalk_model", "shape": 7, "type": "MULTITALKMODEL", "link": null }, { "localized_name": "fantasyportrait_model", "name": "fantasyportrait_model", "shape": 7, "type": "FANTASYPORTRAITMODEL", "link": null }, { "localized_name": "model", "name": "model", "type": "COMBO", "widget": { "name": "model" }, "link": 7820 } ], "outputs": [ { "localized_name": "model", "name": "model", "type": "WANVIDEOMODEL", "links": [ 7766 ] } ], "properties": { "Node name for S&R": "WanVideoModelLoader", "ue_properties": { "version": "7.0.1", "widget_ue_connectable": { "attention_mode": true, "base_precision": true, "load_device": true, "model": true, "quantization": true } } }, "widgets_values": [ "Wan2_2-T2V-A14B-LOW_fp8_e4m3fn_scaled_KJ.safetensors", "fp16_fast", "fp8_e4m3fn_scaled", "offload_device", "sdpa", "default" ] }, { "id": 698, "type": "WanVideoDecode", "pos": [ 3000, 90 ], "size": [ 240, 290 ], "flags": { "collapsed": false }, "order": 9, "mode": 0, "inputs": [ { "localized_name": "vae", "name": "vae", "type": "WANVAE", "link": 7763 }, { "localized_name": "samples", "name": "samples", "type": "LATENT", "link": 7745 } ], "outputs": [ { "localized_name": "images", "name": "images", "type": "IMAGE", "slot_index": 0, "links": [ 7753 ] } ], "properties": { "Node name for S&R": "WanVideoDecode", "cnr_id": "comfyui-wanvideowrapper", "ver": "1.2.3", "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [ true, 512, 512, 256, 256, "default" ] }, { "id": 701, "type": "WanVideoVAELoader", "pos": [ 1570, 1060 ], "size": [ 300, 200 ], "flags": { "collapsed": false }, "order": 2, "mode": 0, "inputs": [ { "localized_name": "compile_args", "name": "compile_args", "shape": 7, "type": "WANCOMPILEARGS", "link": null }, { "localized_name": "model_name", "name": "model_name", "type": "COMBO", "widget": { "name": "model_name" }, "link": 7823 } ], "outputs": [ { "localized_name": "vae", "name": "vae", "type": "WANVAE", "slot_index": 0, "links": [ 7763, 7764 ] } ], "properties": { "Node name for S&R": "WanVideoVAELoader", "cnr_id": "comfyui-wanvideowrapper", "ver": "1.2.3", "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [ "wan_2.1_vae.safetensors", "bf16", false, false ] }, { "id": 702, "type": "WanVideoSetLoRAs", "pos": [ 2290, 90 ], "size": [ 300, 100 ], "flags": { "collapsed": false }, "order": 5, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "WANVIDEOMODEL", "link": 7766 }, { "localized_name": "lora", "name": "lora", "shape": 7, "type": "WANVIDLORA", "link": 7789 } ], "outputs": [ { "localized_name": "model", "name": "model", "type": "WANVIDEOMODEL", "links": [ 7760 ] } ], "properties": { "Node name for S&R": "WanVideoSetLoRAs", "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "998a69cc0acbec503001b8b0ce0a5d5404420e1e", "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [] }, { "id": 697, "type": "GetImageSize", "pos": [ 2290, 480 ], "size": [ 300, 130 ], "flags": { "collapsed": false }, "order": 8, "mode": 0, "inputs": [ { "localized_name": "image", "name": "image", "type": "IMAGE", "link": 7772 } ], "outputs": [ { "localized_name": "width", "name": "width", "type": "INT", "links": [ 7756 ] }, { "localized_name": "height", "name": "height", "type": "INT", "links": [ 7757 ] }, { "localized_name": "batch_size", "name": "batch_size", "type": "INT", "links": [ 7755 ] } ], "properties": { "Node name for S&R": "GetImageSize" }, "widgets_values": [] }, { "id": 695, "type": "WanVideoEmptyEmbeds", "pos": [ 2290, 240 ], "size": [ 300, 200 ], "flags": { "collapsed": false }, "order": 6, "mode": 0, "inputs": [ { "localized_name": "control_embeds", "name": "control_embeds", "shape": 7, "type": "WANVIDIMAGE_EMBEDS", "link": null }, { "localized_name": "extra_latents", "name": "extra_latents", "shape": 7, "type": "LATENT", "link": null }, { "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 7756 }, { "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 7757 }, { "localized_name": "num_frames", "name": "num_frames", "type": "INT", "widget": { "name": "num_frames" }, "link": 7755 } ], "outputs": [ { "localized_name": "image_embeds", "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "links": [ 7746 ] } ], "title": "Image Embeds", "properties": { "Node name for S&R": "WanVideoEmptyEmbeds", "cnr_id": "comfyui-wanvideowrapper", "ver": "1.2.3", "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [ 1088, 1920, 81 ] }, { "id": 699, "type": "WanVideoEncode", "pos": [ 2290, 650 ], "size": [ 300, 350 ], "flags": { "collapsed": false }, "order": 10, "mode": 0, "inputs": [ { "localized_name": "vae", "name": "vae", "type": "WANVAE", "link": 7764 }, { "localized_name": "image", "name": "image", "type": "IMAGE", "link": 7771 }, { "localized_name": "mask", "name": "mask", "shape": 7, "type": "MASK", "link": null } ], "outputs": [ { "localized_name": "samples", "name": "samples", "type": "LATENT", "links": [ 7747 ] } ], "properties": { "Node name for S&R": "WanVideoEncode", "ue_properties": { "input_ue_unconnectable": {}, "version": "7.3", "widget_ue_connectable": {} } }, "widgets_values": [ true, 512, 512, 256, 256, 0.001, 1 ] }, { "id": 704, "type": "WanVideoTextEncodeCached", "pos": [ 1570, 570 ], "size": [ 530, 430 ], "flags": { "collapsed": false }, "order": 3, "mode": 0, "inputs": [ { "localized_name": "extender_args", "name": "extender_args", "shape": 7, "type": "WANVIDEOPROMPTEXTENDER_ARGS", "link": null }, { "localized_name": "model_name", "name": "model_name", "type": "COMBO", "widget": { "name": "model_name" }, "link": 7822 } ], "outputs": [ { "localized_name": "text_embeds", "name": "text_embeds", "type": "WANVIDEOTEXTEMBEDS", "links": [ 7759 ] }, { "localized_name": "negative_text_embeds", "name": "negative_text_embeds", "type": "WANVIDEOTEXTEMBEDS", "links": [] }, { "localized_name": "positive_prompt", "name": "positive_prompt", "type": "STRING", "links": [] } ], "properties": { "Node name for S&R": "WanVideoTextEncodeCached", "ue_properties": { "input_ue_unconnectable": {}, "widget_ue_connectable": {} } }, "widgets_values": [ "umt5_xxl_fp16.safetensors", "bf16", "high resolution, sharp, detailed", "", "disabled", true, "gpu" ] } ], "groups": [ { "id": 24, "title": "Upscale", "bounding": [ 2250, -30, 1060, 1330 ], "color": "#444", "flags": {} }, { "id": 25, "title": "Model", "bounding": [ 1200, -30, 1000, 1330 ], "color": "#444", "flags": {} }, { "id": 26, "title": "Settings", "bounding": [ 550, -30, 600, 480 ], "color": "#444", "flags": {} } ], "links": [ { "id": 7526, "origin_id": 674, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "IMAGE" }, { "id": 7633, "origin_id": 675, "origin_slot": 0, "target_id": -20, "target_slot": 1, "type": "FLOAT" }, { "id": 7704, "origin_id": 687, "origin_slot": 0, "target_id": -20, "target_slot": 1, "type": "FLOAT" }, { "id": 7745, "origin_id": 696, "origin_slot": 1, "target_id": 698, "target_slot": 1, "type": "LATENT" }, { "id": 7746, "origin_id": 695, "origin_slot": 0, "target_id": 696, "target_slot": 1, "type": "WANVIDIMAGE_EMBEDS" }, { "id": 7747, "origin_id": 699, "origin_slot": 0, "target_id": 696, "target_slot": 3, "type": "LATENT" }, { "id": 7753, "origin_id": 698, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "IMAGE" }, { "id": 7755, "origin_id": 697, "origin_slot": 2, "target_id": 695, "target_slot": 4, "type": "INT" }, { "id": 7756, "origin_id": 697, "origin_slot": 0, "target_id": 695, "target_slot": 2, "type": "INT" }, { "id": 7757, "origin_id": 697, "origin_slot": 1, "target_id": 695, "target_slot": 3, "type": "INT" }, { "id": 7758, "origin_id": 700, "origin_slot": 0, "target_id": 703, "target_slot": 0, "type": "WANCOMPILEARGS" }, { "id": 7759, "origin_id": 704, "origin_slot": 0, "target_id": 696, "target_slot": 2, "type": "WANVIDEOTEXTEMBEDS" }, { "id": 7760, "origin_id": 702, "origin_slot": 0, "target_id": 696, "target_slot": 0, "type": "WANVIDEOMODEL" }, { "id": 7763, "origin_id": 701, "origin_slot": 0, "target_id": 698, "target_slot": 0, "type": "WANVAE" }, { "id": 7764, "origin_id": 701, "origin_slot": 0, "target_id": 699, "target_slot": 0, "type": "WANVAE" }, { "id": 7766, "origin_id": 703, "origin_slot": 0, "target_id": 702, "target_slot": 0, "type": "WANVIDEOMODEL" }, { "id": 7768, "origin_id": -10, "origin_slot": 0, "target_id": 706, "target_slot": 0, "type": "IMAGE" }, { "id": 7771, "origin_id": 706, "origin_slot": 0, "target_id": 699, "target_slot": 1, "type": "IMAGE" }, { "id": 7772, "origin_id": 706, "origin_slot": 0, "target_id": 697, "target_slot": 0, "type": "IMAGE" }, { "id": 7774, "origin_id": 708, "origin_slot": 0, "target_id": 706, "target_slot": 1, "type": "INT" }, { "id": 7775, "origin_id": 709, "origin_slot": 0, "target_id": 706, "target_slot": 2, "type": "INT" }, { "id": 7776, "origin_id": -10, "origin_slot": 1, "target_id": 708, "target_slot": 0, "type": "INT" }, { "id": 7777, "origin_id": -10, "origin_slot": 2, "target_id": 709, "target_slot": 0, "type": "INT" }, { "id": 7789, "origin_id": 705, "origin_slot": 0, "target_id": 702, "target_slot": 1, "type": "WANVIDLORA" }, { "id": 7820, "origin_id": -10, "origin_slot": 3, "target_id": 703, "target_slot": 8, "type": "COMBO" }, { "id": 7821, "origin_id": -10, "origin_slot": 4, "target_id": 705, "target_slot": 2, "type": "COMBO" }, { "id": 7822, "origin_id": -10, "origin_slot": 5, "target_id": 704, "target_slot": 1, "type": "COMBO" }, { "id": 7823, "origin_id": -10, "origin_slot": 6, "target_id": 701, "target_slot": 1, "type": "COMBO" } ], "extra": { "workflowRendererVersion": "Vue-corrected" } }, { "id": "e0ef1fc8-f374-4aa1-8965-c7a9efc7a0f0", "version": 1, "state": { "lastGroupId": 32, "lastNodeId": 741, "lastLinkId": 7826, "lastRerouteId": 0 }, "revision": 0, "config": {}, "name": "Video Stitch", "inputNode": { "id": -10, "bounding": [ -6810, 2580, 151.55859375, 168 ] }, "outputNode": { "id": -20, "bounding": [ -4770, 2600, 128, 68 ] }, "inputs": [ { "id": "85555afe-c7a1-4f6e-b073-7c37f7bace7f", "name": "video", "type": "VIDEO", "linkIds": [ 253 ], "localized_name": "video", "label": "Before Video", "pos": [ -6682.44140625, 2604 ] }, { "id": "022773ee-6b4f-4e3d-bead-68b3e75e2d20", "name": "video_1", "type": "VIDEO", "linkIds": [ 254 ], "localized_name": "video_1", "label": "After Video", "pos": [ -6682.44140625, 2624 ] }, { "id": "7bcd7cbc-e918-472a-a0cf-2e0900545372", "name": "direction", "type": "COMBO", "linkIds": [ 259 ], "pos": [ -6682.44140625, 2644 ] }, { "id": "9a00389d-c1c8-40d5-87fe-f41019b61fbc", "name": "match_image_size", "type": "BOOLEAN", "linkIds": [ 260 ], "pos": [ -6682.44140625, 2664 ] }, { "id": "b95e0440-3ea8-4ae0-887e-12e75701042a", "name": "spacing_width", "type": "INT", "linkIds": [ 261 ], "pos": [ -6682.44140625, 2684 ] }, { "id": "83ab9382-0a70-4169-b26a-66ab026b43c4", "name": "spacing_color", "type": "COMBO", "linkIds": [ 262 ], "pos": [ -6682.44140625, 2704 ] } ], "outputs": [ { "id": "09707f43-7552-4a6e-bd23-d962d31801c2", "name": "VIDEO", "type": "VIDEO", "linkIds": [ 255 ], "localized_name": "VIDEO", "pos": [ -4746, 2624 ] } ], "widgets": [], "nodes": [ { "id": 737, "type": "GetVideoComponents", "pos": [ -6390, 2600 ], "size": [ 230, 120 ], "flags": {}, "order": 4, "mode": 0, "inputs": [ { "localized_name": "video", "name": "video", "type": "VIDEO", "link": 254 } ], "outputs": [ { "localized_name": "images", "name": "images", "type": "IMAGE", "links": [ 249 ] }, { "localized_name": "audio", "name": "audio", "type": "AUDIO", "links": null }, { "localized_name": "fps", "name": "fps", "type": "FLOAT", "links": null } ], "properties": { "Node name for S&R": "GetVideoComponents", "cnr_id": "comfy-core", "ver": "0.13.0" }, "widgets_values": [] }, { "id": 738, "type": "GetVideoComponents", "pos": [ -6390, 2420 ], "size": [ 230, 120 ], "flags": {}, "order": 5, "mode": 0, "inputs": [ { "localized_name": "video", "name": "video", "type": "VIDEO", "link": 253 } ], "outputs": [ { "localized_name": "images", "name": "images", "type": "IMAGE", "links": [ 248 ] }, { "localized_name": "audio", "name": "audio", "type": "AUDIO", "links": [ 251 ] }, { "localized_name": "fps", "name": "fps", "type": "FLOAT", "links": [ 252 ] } ], "properties": { "Node name for S&R": "GetVideoComponents", "cnr_id": "comfy-core", "ver": "0.13.0" }, "widgets_values": [] }, { "id": 90, "type": "GetImageSize", "pos": [ -6390, 3030 ], "size": [ 230, 120 ], "flags": {}, "order": 0, "mode": 0, "inputs": [ { "localized_name": "image", "name": "image", "type": "IMAGE", "link": 266 } ], "outputs": [ { "localized_name": "width", "name": "width", "type": "INT", "links": [ 274 ] }, { "localized_name": "height", "name": "height", "type": "INT", "links": [ 276 ] }, { "localized_name": "batch_size", "name": "batch_size", "type": "INT", "links": null } ], "properties": { "Node name for S&R": "GetImageSize" }, "widgets_values": [] }, { "id": 739, "type": "CreateVideo", "pos": [ -5190, 2420 ], "size": [ 270, 130 ], "flags": {}, "order": 6, "mode": 0, "inputs": [ { "localized_name": "images", "name": "images", "type": "IMAGE", "link": 282 }, { "localized_name": "audio", "name": "audio", "shape": 7, "type": "AUDIO", "link": 251 }, { "localized_name": "fps", "name": "fps", "type": "FLOAT", "widget": { "name": "fps" }, "link": 252 } ], "outputs": [ { "localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO", "links": [ 255 ] } ], "properties": { "Node name for S&R": "CreateVideo", "cnr_id": "comfy-core", "ver": "0.13.0" }, "widgets_values": [ 30 ] }, { "id": 95, "type": "ComfyMathExpression", "pos": [ -6040, 3020 ], "size": [ 400, 200 ], "flags": {}, "order": 1, "mode": 0, "inputs": [ { "label": "a", "localized_name": "values.a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN", "link": 274 }, { "label": "b", "localized_name": "values.b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN", "link": null } ], "outputs": [ { "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT", "links": null }, { "localized_name": "INT", "name": "INT", "type": "INT", "links": [ 279 ] }, { "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN", "links": null } ], "properties": { "Node name for S&R": "ComfyMathExpression" }, "widgets_values": [ "a & ~1" ] }, { "id": 96, "type": "ComfyMathExpression", "pos": [ -6040, 3290 ], "size": [ 400, 200 ], "flags": {}, "order": 2, "mode": 0, "inputs": [ { "label": "a", "localized_name": "values.a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN", "link": 276 }, { "label": "b", "localized_name": "values.b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN", "link": null } ], "outputs": [ { "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT", "links": null }, { "localized_name": "INT", "name": "INT", "type": "INT", "links": [ 280 ] }, { "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN", "links": null } ], "properties": { "Node name for S&R": "ComfyMathExpression" }, "widgets_values": [ "a & ~1" ] }, { "id": 740, "type": "ImageStitch", "pos": [ -6390, 2780 ], "size": [ 270, 190 ], "flags": {}, "order": 7, "mode": 0, "inputs": [ { "localized_name": "image1", "name": "image1", "type": "IMAGE", "link": 248 }, { "localized_name": "image2", "name": "image2", "shape": 7, "type": "IMAGE", "link": 249 }, { "localized_name": "direction", "name": "direction", "type": "COMBO", "widget": { "name": "direction" }, "link": 259 }, { "localized_name": "match_image_size", "name": "match_image_size", "type": "BOOLEAN", "widget": { "name": "match_image_size" }, "link": 260 }, { "localized_name": "spacing_width", "name": "spacing_width", "type": "INT", "widget": { "name": "spacing_width" }, "link": 261 }, { "localized_name": "spacing_color", "name": "spacing_color", "type": "COMBO", "widget": { "name": "spacing_color" }, "link": 262 } ], "outputs": [ { "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "links": [ 266, 281 ] } ], "properties": { "Node name for S&R": "ImageStitch", "cnr_id": "comfy-core", "ver": "0.13.0" }, "widgets_values": [ "right", true, 0, "white" ] }, { "id": 97, "type": "ResizeImageMaskNode", "pos": [ -5560, 2790 ], "size": [ 270, 239.96875 ], "flags": {}, "order": 3, "mode": 0, "inputs": [ { "localized_name": "input", "name": "input", "type": "IMAGE,MASK", "link": 281 }, { "localized_name": "width", "name": "resize_type.width", "type": "INT", "widget": { "name": "resize_type.width" }, "link": 279 }, { "localized_name": "height", "name": "resize_type.height", "type": "INT", "widget": { "name": "resize_type.height" }, "link": 280 } ], "outputs": [ { "localized_name": "resized", "name": "resized", "type": "IMAGE", "links": [ 282 ] } ], "properties": { "Node name for S&R": "ResizeImageMaskNode" }, "widgets_values": [ "scale dimensions", 512, 512, "center", "area" ] } ], "groups": [], "links": [ { "id": 248, "origin_id": 738, "origin_slot": 0, "target_id": 740, "target_slot": 0, "type": "IMAGE" }, { "id": 249, "origin_id": 737, "origin_slot": 0, "target_id": 740, "target_slot": 1, "type": "IMAGE" }, { "id": 251, "origin_id": 738, "origin_slot": 1, "target_id": 739, "target_slot": 1, "type": "AUDIO" }, { "id": 252, "origin_id": 738, "origin_slot": 2, "target_id": 739, "target_slot": 2, "type": "FLOAT" }, { "id": 253, "origin_id": -10, "origin_slot": 0, "target_id": 738, "target_slot": 0, "type": "VIDEO" }, { "id": 254, "origin_id": -10, "origin_slot": 1, "target_id": 737, "target_slot": 0, "type": "VIDEO" }, { "id": 255, "origin_id": 739, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "VIDEO" }, { "id": 259, "origin_id": -10, "origin_slot": 2, "target_id": 740, "target_slot": 2, "type": "COMBO" }, { "id": 260, "origin_id": -10, "origin_slot": 3, "target_id": 740, "target_slot": 3, "type": "BOOLEAN" }, { "id": 261, "origin_id": -10, "origin_slot": 4, "target_id": 740, "target_slot": 4, "type": "INT" }, { "id": 262, "origin_id": -10, "origin_slot": 5, "target_id": 740, "target_slot": 5, "type": "COMBO" }, { "id": 266, "origin_id": 740, "origin_slot": 0, "target_id": 90, "target_slot": 0, "type": "IMAGE" }, { "id": 274, "origin_id": 90, "origin_slot": 0, "target_id": 95, "target_slot": 0, "type": "INT" }, { "id": 276, "origin_id": 90, "origin_slot": 1, "target_id": 96, "target_slot": 0, "type": "INT" }, { "id": 279, "origin_id": 95, "origin_slot": 1, "target_id": 97, "target_slot": 1, "type": "INT" }, { "id": 280, "origin_id": 96, "origin_slot": 1, "target_id": 97, "target_slot": 2, "type": "INT" }, { "id": 281, "origin_id": 740, "origin_slot": 0, "target_id": 97, "target_slot": 0, "type": "IMAGE" }, { "id": 282, "origin_id": 97, "origin_slot": 0, "target_id": 739, "target_slot": 0, "type": "IMAGE" } ], "extra": { "workflowRendererVersion": "LG" } } ] }, "config": {}, "extra": { "ds": { "scale": 0.5665688213000745, "offset": [ 1003.7490582587877, 752.2007221364066 ] }, "frontendVersion": "1.44.19", "workflowRendererVersion": "Vue-corrected", "linearMode": false, "VHS_KeepIntermediate": true, "VHS_MetadataImage": true, "VHS_latentpreview": false, "VHS_latentpreviewrate": 0, "links_added_by_ue": [], "node_versions": { "ComfyUI-VideoHelperSuite": "0a75c7958fe320efcb052f1d9f8451fd20c730a8", "ComfyUI-WanVideoWrapper": "5a2383621a05825d0d0437781afcb8552d9590fd", "comfy-core": "0.3.26" }, "ue_links": [] }, "version": 0.4 }