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"name": "negative", "type": "CONDITIONING", "link": 247 }, { "name": "latent_image", "type": "LATENT", "link": 248 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 252 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.45", "Node name for S&R": "KSamplerAdvanced", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": {} } }, "widgets_values": [ "enable", 247225372043700, "randomize", 20, 3.5, "euler", "simple", 0, 10, "enable" ] }, { "id": 102, "type": "UNETLoader", "pos": [ -380, 650 ], "size": [ 346.7470703125, 82 ], "flags": {}, "order": 9, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "slot_index": 0, "links": [ 207 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.45", "Node name for S&R": "UNETLoader", "models": [ { "name": "wan2.2_fun_inpaint_low_noise_14B_fp8_scaled.safetensors", "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_fun_inpaint_low_noise_14B_fp8_scaled.safetensors", "directory": "diffusion_models" } ], "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": {} } }, "widgets_values": [ "wan2.2_fun_inpaint_low_noise_14B_fp8_scaled.safetensors", "default" ] }, { "id": 111, "type": "WanFunInpaintToVideo", "pos": [ 450, 1130 ], "size": [ 270, 230 ], "flags": {}, "order": 24, "mode": 0, "inputs": [ { "name": "positive", "type": "CONDITIONING", "link": 188 }, { "name": "negative", "type": "CONDITIONING", "link": 189 }, { "name": "vae", "type": "VAE", "link": 202 }, { "name": "clip_vision_output", "shape": 7, "type": "CLIP_VISION_OUTPUT", "link": null }, { "name": "start_image", "shape": 7, "type": "IMAGE", "link": 192 }, { "name": "end_image", "shape": 7, "type": "IMAGE", "link": 191 } ], "outputs": [ { "name": "positive", "type": "CONDITIONING", "links": [ 193, 195 ] }, { "name": "negative", "type": "CONDITIONING", "links": [ 194, 196 ] }, { "name": "latent", "type": "LATENT", "links": [ 197 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.49", "Node name for S&R": "WanFunInpaintToVideo", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": { "width": true, "height": true, "length": true, "batch_size": true } } }, "widgets_values": [ 640, 640, 81, 1 ] }, { "id": 157, "type": "Note", "pos": [ 390, 1420 ], "size": [ 390, 88 ], "flags": {}, "order": 10, "mode": 0, "inputs": [], "outputs": [], "title": "Video Size", "properties": { "ue_properties": { "widget_ue_connectable": {} } }, "widgets_values": [ "By default, we set the video to a smaller size for users with low VRAM. If you have enough VRAM, you can change the size" ], "color": "#432", "bgcolor": "#653" }, { "id": 156, "type": "MarkdownNote", "pos": [ -810, 1720 ], "size": [ 370, 110 ], "flags": {}, "order": 11, "mode": 0, "inputs": [], "outputs": [], "properties": { "ue_properties": { "widget_ue_connectable": {} } }, "widgets_values": [ "1. Box-select then use Ctrl + B to enable\n2. If you don't want to run both groups simultaneously, don't forget to use **Ctrl + B** to disable the **fp8_scaled + 4steps LoRA** group after enabling the **fp8_scaled** group, or try the [partial - execution](https://docs.comfy.org/interface/features/partial-execution) feature." ], "color": "#432", "bgcolor": "#653" }, { "id": 100, "type": "CreateVideo", "pos": [ 1460, 500 ], "size": [ 270, 78 ], "flags": {}, "order": 34, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 179 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": null } ], "outputs": [ { "name": "VIDEO", "type": "VIDEO", "links": [ 259 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.45", "Node name for S&R": "CreateVideo", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": {} } }, "widgets_values": [ 16 ] }, { "id": 158, "type": "SaveVideo", "pos": [ 1220, 630 ], "size": [ 850, 948 ], "flags": {}, "order": 36, "mode": 0, "inputs": [ { "name": "video", "type": "VIDEO", "link": 259 } ], "outputs": [], "properties": { "cnr_id": "comfy-core", "ver": "0.3.49", "Node name for S&R": "SaveVideo", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": { "filename_prefix": true, "format": true, "codec": true } } }, "widgets_values": [ "video/ComfyUI", "auto", "auto" ] }, { "id": 112, "type": "LoadImage", "pos": [ 0, 1110 ], "size": [ 274.080078125, 314.0001220703125 ], "flags": {}, "order": 12, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 191 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.49", "Node name for S&R": "LoadImage", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": { "image": true, "upload": true } } }, "widgets_values": [ "ComfyUI_00592_.png", "image" ] }, { "id": 110, "type": "LoadImage", "pos": [ -380, 1110 ], "size": [ 274.080078125, 314.0001220703125 ], "flags": {}, "order": 13, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 192 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.49", "Node name for S&R": "LoadImage", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": { "image": true, "upload": true } } }, "widgets_values": [ "ComfyUI_00593_.png", "image" ] }, { "id": 99, "type": "CLIPTextEncode", "pos": [ 370, 530 ], "size": [ 422.84503173828125, 164.31304931640625 ], "flags": {}, "order": 17, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 178 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 188 ] } ], "title": "CLIP Text Encode (Positive Prompt)", "properties": { "cnr_id": "comfy-core", "ver": "0.3.45", "Node name for S&R": "CLIPTextEncode", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": {} } }, "widgets_values": [ "A dreamy scene where a little cat is sleeping. Zoom in, and the cat opens its eyes, looks up, and blinks. In Q-style, with ice crystals." ], "color": "#232", "bgcolor": "#353" }, { "id": 141, "type": "CLIPTextEncode", "pos": [ 360, 1810 ], "size": [ 422.84503173828125, 164.31304931640625 ], "flags": {}, "order": 19, "mode": 4, "inputs": [ { "name": "clip", "type": "CLIP", "link": 234 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 240 ] } ], "title": "CLIP Text Encode (Positive Prompt)", "properties": { "cnr_id": "comfy-core", "ver": "0.3.45", "Node name for S&R": "CLIPTextEncode", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": {} } }, "widgets_values": [ "A dreamy scene where a little cat is sleeping. Zoom in, and the cat opens its eyes, looks up, and blinks. In Q-style, with ice crystals." ], "color": "#232", "bgcolor": "#353" }, { "id": 155, "type": "MarkdownNote", "pos": [ -920, 440 ], "size": [ 480, 530 ], "flags": {}, "order": 14, "mode": 0, "inputs": [], "outputs": [], "title": "Model Links", "properties": { "ue_properties": { "widget_ue_connectable": {} } }, "widgets_values": [ "[Tutorial](https://docs.comfy.org/tutorials/video/wan/wan2-2-fun-inp\n) | [教程](https://docs.comfy.org/zh-CN/tutorials/video/wan/wan2-2-fun-inp\n)\n\n**Diffusion Model**\n- [wan2.2_fun_inpaint_high_noise_14B_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_fun_inpaint_high_noise_14B_fp8_scaled.safetensors)\n- [wan2.2_fun_inpaint_low_noise_14B_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_fun_inpaint_low_noise_14B_fp8_scaled.safetensors)\n\n**LoRA**\n- [wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors)\n- [wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.safetensors)\n\n**VAE**\n- [wan_2.1_vae.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors)\n\n**Text Encoder** \n- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors)\n\n\nFile save location\n\n```\nComfyUI/\n├───📂 models/\n│ ├───📂 diffusion_models/\n│ │ ├─── wan2.2_fun_inpaint_high_noise_14B_fp8_scaled.safetensors\n│ │ └─── wan2.2_fun_inpaint_low_noise_14B_fp8_scaled.safetensors\n│ ├───📂 loras/\n│ │ ├─── wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors\n│ │ └─── wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors\n│ ├───📂 text_encoders/\n│ │ └─── umt5_xxl_fp8_e4m3fn_scaled.safetensors \n│ └───📂 vae/\n│ └── wan_2.1_vae.safetensors\n```\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 159, "type": "Note", "pos": [ -400, 280 ], "size": [ 360, 100 ], "flags": {}, "order": 15, "mode": 0, "inputs": [], "outputs": [], "title": "About 4 Steps LoRA", "properties": {}, "widgets_values": [ "Using the Wan2.2 Lighting LoRA will result in the loss of video dynamics, but it will reduce the generation time. This template provides two workflows, and you can enable one as needed." ], "color": "#432", "bgcolor": "#653" } ], "links": [ [ 164, 90, 0, 91, 0, "CLIP" ], [ 170, 96, 0, 95, 3, "LATENT" ], [ 175, 95, 0, 97, 0, "LATENT" ], [ 176, 92, 0, 97, 1, "VAE" ], [ 178, 90, 0, 99, 0, "CLIP" ], [ 179, 97, 0, 100, 0, "IMAGE" ], [ 188, 99, 0, 111, 0, "CONDITIONING" ], [ 189, 91, 0, 111, 1, "CONDITIONING" ], [ 191, 112, 0, 111, 5, "IMAGE" ], [ 192, 110, 0, 111, 4, "IMAGE" ], [ 193, 111, 0, 96, 1, "CONDITIONING" ], [ 194, 111, 1, 96, 2, "CONDITIONING" ], [ 195, 111, 0, 95, 1, "CONDITIONING" ], [ 196, 111, 1, 95, 2, "CONDITIONING" ], [ 197, 111, 2, 96, 3, "LATENT" ], [ 202, 92, 0, 111, 2, "VAE" ], [ 203, 93, 0, 96, 0, "MODEL" ], [ 204, 94, 0, 95, 0, "MODEL" ], [ 205, 101, 0, 116, 0, "MODEL" ], [ 206, 116, 0, 93, 0, "MODEL" ], [ 207, 102, 0, 117, 0, "MODEL" ], [ 208, 117, 0, 94, 0, "MODEL" ], [ 234, 136, 0, 141, 0, "CLIP" ], [ 235, 136, 0, 142, 0, "CLIP" ], [ 240, 141, 0, 148, 0, "CONDITIONING" ], [ 241, 142, 0, 148, 1, "CONDITIONING" ], [ 242, 137, 0, 148, 2, "VAE" ], [ 243, 140, 0, 148, 4, "IMAGE" ], [ 244, 147, 0, 148, 5, "IMAGE" ], [ 245, 146, 0, 149, 0, "MODEL" ], [ 246, 148, 0, 149, 1, "CONDITIONING" ], [ 247, 148, 1, 149, 2, "CONDITIONING" ], [ 248, 148, 2, 149, 3, "LATENT" ], [ 249, 144, 0, 150, 0, "MODEL" ], [ 250, 148, 0, 150, 1, "CONDITIONING" ], [ 251, 148, 1, 150, 2, "CONDITIONING" ], [ 252, 149, 0, 150, 3, "LATENT" ], [ 253, 150, 0, 151, 0, "LATENT" ], [ 254, 137, 0, 151, 1, "VAE" ], [ 255, 151, 0, 152, 0, "IMAGE" ], [ 256, 152, 0, 153, 0, "VIDEO" ], [ 257, 139, 0, 144, 0, "MODEL" ], [ 258, 138, 0, 146, 0, "MODEL" ], [ 259, 100, 0, 158, 0, "VIDEO" ] ], "groups": [ { "id": 8, "title": "Step 1 - Load models", "bounding": [ -390, 440, 720, 580 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 10, "title": "Step 3 - Prompt", "bounding": [ 350, 440, 460, 580 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 11, "title": "Step 2 - Upload start and end images", "bounding": [ -390, 1040, 720, 400 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 12, "title": "Step 4 - Video size & length", "bounding": [ 350, 1040, 460, 400 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 17, "title": "Wan2.2_fun_Inp fp8_scaled + 4 steps LoRA", "bounding": [ -400, 400, 2660, 1131.5999755859375 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 22, "title": "Wan2.2_fun_Inp fp8_scaled", "bounding": [ -410, 1680, 2660, 1131.5999755859375 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 18, "title": "Step 1 - Load models", "bounding": [ -400, 1720, 720, 580 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 19, "title": "Step 3 - Prompt", "bounding": [ 340, 1720, 460, 580 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 20, "title": "Step 2 - Upload start and end images", "bounding": [ -400, 2320, 720, 400 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 21, "title": "Step 4 - Video size & length", "bounding": [ 340, 2320, 460, 400 ], "color": "#3f789e", "font_size": 24, "flags": {} } ], "config": {}, "extra": { "ds": { "scale": 0.45949729863572775, "offset": [ 2309.282141373609, 21.050249063670037 ] }, "frontendVersion": "1.24.4", "VHS_latentpreview": false, "VHS_latentpreviewrate": 0, "VHS_MetadataImage": true, "VHS_KeepIntermediate": true, "ue_links": [], "links_added_by_ue": [] }, "version": 0.4 }