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"linkIds": [ 119 ], "localized_name": "IMAGE", "name": "IMAGE", "pos": [ 1270, 295 ], "type": "IMAGE" } ], "revision": 0, "state": { "lastGroupId": 5, "lastLinkId": 166, "lastNodeId": 91, "lastRerouteId": 0 }, "version": 1, "widgets": [] } ] }, "extra": { "VHS_KeepIntermediate": true, "VHS_MetadataImage": true, "VHS_latentpreview": false, "VHS_latentpreviewrate": 0, "ds": { "offset": [ 1085.0853275938518, 656.2718716180079 ], "scale": 0.6931553206728972 }, "frontendVersion": "1.38.6", "workflowRendererVersion": "LG" }, "groups": [], "id": "1805b8e4-0356-4384-adec-44f12a18f32e", "last_link_id": 173, "last_node_id": 97, "links": [ [ 169, 52, 0, 95, 0, "IMAGE" ], [ 170, 95, 0, 96, 0, "IMAGE" ], [ 172, 97, 0, 60, 0, "IMAGE" ], [ 173, 52, 0, 97, 0, "IMAGE" ] ], "nodes": [ { "flags": {}, "id": 52, "inputs": [], "mode": 0, "order": 0, "outputs": [ { "links": [ 169, 173 ], "name": "IMAGE", "slot_index": 0, "type": "IMAGE" }, { "links": null, "name": "MASK", "slot_index": 1, "type": "MASK" } ], "pos": [ -343.33311662029587, -216.66661971622412 ], "properties": { "Node name for S&R": "LoadImage", "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.3.67" }, "size": [ 360, 493.33333333333337 ], "type": "LoadImage", "widgets_values": [ "image_chrono_edit_input_image.png", "image" ] }, { "bgcolor": "#000", "color": "#432", "flags": { "collapsed": false }, "id": 64, "inputs": [], "mode": 0, "order": 1, "outputs": [], "pos": [ -1051.6666666666667, -216.66666666666666 ], "properties": {}, "size": [ 666.6666666666667, 1005.78125 ], "title": "For Local User", "type": "MarkdownNote", "widgets_values": [ "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Report issue\n\n- Cannot run / runtime errors: https://github.com/Comfy-Org/ComfyUI/issues\n- UI / frontend issues: https://github.com/Comfy-Org/ComfyUI_frontend/issues\n- Workflow mistakes, wrong params, can't download the models: https://github.com/Comfy-Org/workflow_templates/issues\n\n\n## Model links\n\n**text_encoders**\n\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**clip_vision**\n\n- [clip_vision_h.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/clip_vision/clip_vision_h.safetensors)\n\n**loras**\n\n- [chronoedit_distill_lora.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/chronoedit_distill_lora.safetensors)\n\n**diffusion_models**\n\n- [chrono_edit_14B_fp16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/chrono_edit_14B_fp16.safetensors)\n\n**vae**\n\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\nModel Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 text_encoders/\n│ │ └── umt5_xxl_fp8_e4m3fn_scaled.safetensors\n│ ├── 📂 clip_vision/\n│ │ └── clip_vision_h.safetensors\n│ ├── 📂 loras/\n│ │ └── chronoedit_distill_lora.safetensors\n│ ├── 📂 diffusion_models/\n│ │ └── chrono_edit_14B_fp16.safetensors\n│ └── 📂 vae/\n│ └── wan_2.1_vae.safetensors\n```\n## Aoubt ChronoEdit\n\nChronoEdit-14B is finetuned from the pretrain model of Wan2.1-I2V-14B 720P\n\n[ChronoEdit](https://research.nvidia.com/labs/toronto-ai/chronoedit/), a framework developed by teams from NVIDIA and the University of Toronto, reframes image editing as a two-frame video generation task. It leverages the temporal priors of pretrained video generative models and incorporates a temporal reasoning mechanism to achieve editing results with both visual fidelity and physical consistency. Additionally, it comes with the PBench-Edit benchmark for evaluating physical consistency, making it suitable for scenarios like world simulation that require strict adherence to physical laws." ] }, { "flags": {}, "id": 95, "inputs": [ { "link": 169, "name": "image", "type": "IMAGE" } ], "mode": 4, "order": 2, "outputs": [ { "links": [ 170 ], "name": "IMAGE", "type": "IMAGE" } ], "pos": [ 52.85834290118987, 633.3333333333334 ], "properties": { "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "proxyWidgets": [ [ "6", "text" ], [ "50", "width" ], [ "50", "height" ], [ "3", "seed" ], [ "3", "control_after_generate" ] ], "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.4.0" }, "size": [ 500, 686.3802083333334 ], "type": "813daba6-ec1d-42dd-87bc-4f0f6e084a8d", "widgets_values": [] }, { "flags": {}, "id": 96, "inputs": [ { "link": 170, "name": "images", "type": "IMAGE" } ], "mode": 4, "order": 4, "outputs": [], "pos": [ 615.0001765781417, 623.3335549025085 ], "properties": { "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.3.67" }, "size": [ 730, 700 ], "type": "SaveImage", "widgets_values": [ "Chrono_Edit_14B" ] }, { "flags": {}, "id": 60, "inputs": [ { "link": 172, "name": "images", "type": "IMAGE" } ], "mode": 0, "order": 5, "outputs": [], "pos": [ 615.0001765781417, -216.66661971622412 ], "properties": { "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.3.67" }, "size": [ 730, 700 ], "type": "SaveImage", "widgets_values": [ "Chrono_Edit_14B" ] }, { "flags": {}, "id": 97, "inputs": [ { "link": 173, "name": "image", "type": "IMAGE" } ], "mode": 0, "order": 3, "outputs": [ { "links": [ 172 ], "name": "IMAGE", "type": "IMAGE" } ], "pos": [ 52.85834290118987, -216.66661971622412 ], "properties": { "cnr_id": "comfy-core", "enableTabs": false, "hasSecondTab": false, "proxyWidgets": [ [ "-1", "text" ], [ "-1", "width" ], [ "-1", "height" ], [ "3", "seed" ], [ "3", "control_after_generate" ] ], "secondTabOffset": 80, "secondTabText": "Send Back", "secondTabWidth": 65, "tabWidth": 65, "tabXOffset": 10, "ver": "0.4.0" }, "size": [ 500, 695 ], "type": "2b61e18f-9327-49e6-98af-da8e557c2336", "widgets_values": [ "A bottle of facial cleansing foam and bubble shampoo, surrounded by white, round, foamy bubbles. 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