{ "id": "1805b8e4-0356-4384-adec-44f12a18f32e", "revision": 0, "last_node_id": 123, "last_link_id": 195, "nodes": [ { "id": 52, "type": "LoadImage", "pos": [ -430, -220 ], "size": [ 420, 700 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "slot_index": 0, "links": [ 173 ] }, { "name": "MASK", "type": "MASK", "slot_index": 1, "links": null } ], "properties": { "Node name for S&R": "LoadImage", "cnr_id": "comfy-core", "ver": "0.3.67", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ "image_chrono_edit_input_image.png", "image" ] }, { "id": 64, "type": "MarkdownNote", "pos": [ -1220, -220 ], "size": [ 730, 1225.328125 ], "flags": { "collapsed": false }, "order": 1, "mode": 0, "inputs": [], "outputs": [], "title": "For Local User", "properties": {}, "widgets_values": [ "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Model links\n\n- [Hugging Face:Comfy-Org/Wan_2.1_ComfyUI_repackaged](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged)\n- [ModelScope:Comfy-Org/Wan_2.1_ComfyUI_repackaged](https://modelscope.cn/models/Comfy-Org/Wan_2.1_ComfyUI_repackaged)\n- [Hugging Face:Comfy-Org/Wan_2.2_ComfyUI_Repackaged](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged)\n- [ModelScope:Comfy-Org/Wan_2.2_ComfyUI_Repackaged](https://modelscope.cn/models/Comfy-Org/Wan_2.2_ComfyUI_Repackaged)\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) (6.27 GB)\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) (1.18 GB)\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) (358.5 MB)\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) (30.54 GB)\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) (242.1 MB)\n\n\nModel Storage Location\n\n```\n๐Ÿ“‚ ComfyUI/\nโ”œโ”€โ”€ ๐Ÿ“‚ models/\nโ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ text_encoders/\nโ”‚ โ”‚ โ””โ”€โ”€ umt5_xxl_fp8_e4m3fn_scaled.safetensors\nโ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ clip_vision/\nโ”‚ โ”‚ โ””โ”€โ”€ clip_vision_h.safetensors\nโ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ loras/\nโ”‚ โ”‚ โ””โ”€โ”€ chronoedit_distill_lora.safetensors\nโ”‚ โ”œโ”€โ”€ ๐Ÿ“‚ diffusion_models/\nโ”‚ โ”‚ โ””โ”€โ”€ chrono_edit_14B_fp16.safetensors\nโ”‚ โ””โ”€โ”€ ๐Ÿ“‚ vae/\nโ”‚ โ””โ”€โ”€ wan_2.1_vae.safetensors\n```\n## About 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.\n\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" ], "color": "#222", "bgcolor": "#000" }, { "id": 60, "type": "SaveImage", "pos": [ 620, -220 ], "size": [ 730, 700 ], "flags": {}, "order": 3, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 172 } ], "outputs": [], "properties": { "cnr_id": "comfy-core", "ver": "0.3.67", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ "Chrono_Edit_14B" ] }, { "id": 97, "type": 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"title": "CLIP Text Encode (Positive Prompt)", "properties": { "Node name for S&R": "CLIPTextEncode", "cnr_id": "comfy-core", "ver": "0.3.67", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ "A bottle of facial cleansing foam and bubble shampoo, surrounded by white, round, foamy bubbles. The bubbles are very fluffy, crystal clear, giving a sense of fluffiness and comfort. There are also several bubbles floating in the air around, and the bottle is floating in the air. The background is light pink. The high-resolution picture creates a professional advertising style with high-definition images and high-quality details." ], "color": "#232", "bgcolor": "#353" }, { "id": 106, "type": "CLIPTextEncode", "pos": [ -129.99991731519185, 259.99977304793777 ], "size": [ 430, 190 ], "flags": {}, "order": 15, "mode": 0, "inputs": [ { "localized_name": "clip", "name": "clip", "type": "CLIP", "link": 75 } ], "outputs": [ { "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 98 ] } ], "title": "CLIP Text Encode (Negative Prompt)", "properties": { "Node name for S&R": "CLIPTextEncode", "cnr_id": "comfy-core", "ver": "0.3.67", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ "่‰ฒ่ฐƒ่‰ณไธฝ๏ผŒ่ฟ‡ๆ›๏ผŒ้™ๆ€๏ผŒ็ป†่Š‚ๆจก็ณŠไธๆธ…๏ผŒๅญ—ๅน•๏ผŒ้ฃŽๆ ผ๏ผŒไฝœๅ“๏ผŒ็”ปไฝœ๏ผŒ็”ป้ข๏ผŒ้™ๆญข๏ผŒๆ•ดไฝ“ๅ‘็ฐ๏ผŒๆœ€ๅทฎ่ดจ้‡๏ผŒไฝŽ่ดจ้‡๏ผŒJPEGๅŽ‹็ผฉๆฎ‹็•™๏ผŒไธ‘้™‹็š„๏ผŒๆฎ‹็ผบ็š„๏ผŒๅคšไฝ™็š„ๆ‰‹ๆŒ‡๏ผŒ็”ปๅพ—ไธๅฅฝ็š„ๆ‰‹้ƒจ๏ผŒ็”ปๅพ—ไธๅฅฝ็š„่„ธ้ƒจ๏ผŒ็•ธๅฝข็š„๏ผŒๆฏๅฎน็š„๏ผŒๅฝขๆ€็•ธๅฝข็š„่‚ขไฝ“๏ผŒๆ‰‹ๆŒ‡่žๅˆ๏ผŒ้™ๆญขไธๅŠจ็š„็”ป้ข๏ผŒๆ‚ไนฑ็š„่ƒŒๆ™ฏ๏ผŒไธ‰ๆก่…ฟ๏ผŒ่ƒŒๆ™ฏไบบๅพˆๅคš๏ผŒๅ€’็€่ตฐ" ], "color": "#223", "bgcolor": "#335" }, { "id": 107, "type": "ModelSamplingSD3", "pos": [ 399.99996564641725, 299.99998247559824 ], "size": [ 320, 104 ], "flags": {}, "order": 16, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 162 } ], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "slot_index": 0, "links": [ 116 ] } ], "properties": { "Node name for S&R": "ModelSamplingSD3", "cnr_id": "comfy-core", "ver": "0.3.67", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": 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