{ "id": "8f675bcb-5f3d-41ee-b8f9-07e7a22a1ace", "revision": 0, "last_node_id": 70, "last_link_id": 66, "nodes": [ { "id": 6, "type": "WanVideoModelLoader", "pos": [ -1765.313917770319, 105.34565271333705 ], "size": [ 320.9018663844407, 338 ], "flags": {}, "order": 30, "mode": 0, "inputs": [ { "name": "compile_args", "shape": 7, "type": "WANCOMPILEARGS", "link": null }, { "name": "block_swap_args", "shape": 7, "type": "BLOCKSWAPARGS", "link": 1 }, { "name": "lora", "shape": 7, "type": "WANVIDLORA", "link": 29 }, { "name": "vram_management_args", "shape": 7, "type": "VRAM_MANAGEMENTARGS", "link": null }, { "name": "extra_model", "shape": 7, "type": "VACEPATH", "link": null }, { "name": "fantasytalking_model", "shape": 7, "type": "FANTASYTALKINGMODEL", "link": null }, { "name": "multitalk_model", "shape": 7, "type": "MULTITALKMODEL", "link": null }, { "name": "fantasyportrait_model", "shape": 7, "type": "FANTASYPORTRAITMODEL", "link": null }, { "name": "vace_model", "shape": 7, "type": 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"color": "#232", "bgcolor": "#353" }, { "id": 61, "type": "GetNode", "pos": [ -96.20643516582214, -209.1862701451711 ], "size": [ 210, 50 ], "flags": { "collapsed": true }, "order": 5, "mode": 0, "inputs": [], "outputs": [ { "name": "WANVIDEOTEXTEMBEDS", "type": "WANVIDEOTEXTEMBEDS", "links": [ 59 ] } ], "title": "Get_text_embeds", "properties": { "widget_ue_connectable": {} }, "widgets_values": [ "text_embeds" ], "color": "#232", "bgcolor": "#353" }, { "id": 37, "type": "WanVideoDecode", "pos": [ 168.68594972206273, 426.62277286410153 ], "size": [ 315, 198 ], "flags": {}, "order": 31, "mode": 0, "inputs": [ { "label": "vae", "name": "vae", "type": "WANVAE", "link": 56 }, { "label": "samples", "name": "samples", "type": "LATENT", "link": 19 } ], "outputs": [ { "label": "images", "name": "images", "type": "IMAGE", "slot_index": 0, "links": [ 45 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "209c65ba41993c7a9425697f217990df9d13d6d2", "Node name for S&R": "WanVideoDecode", "widget_ue_connectable": { "enable_vae_tiling": true, "tile_x": true, "tile_y": true, "tile_stride_x": true, "tile_stride_y": true } }, "widgets_values": [ false, 272, 272, 144, 128, "default" ], "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 57, "type": "GetNode", "pos": [ 15.559402984824791, 455.8894581093016 ], "size": [ 210, 50 ], "flags": { "collapsed": true }, "order": 6, "mode": 0, "inputs": [], "outputs": [ { "name": "WANVAE", "type": "WANVAE", "links": [ 56 ] } ], "title": "Get_vae", "properties": { "widget_ue_connectable": {} }, "widgets_values": [ "vae" ], "color": "#322", "bgcolor": "#533" }, { "id": 59, "type": "GetNode", "pos": [ 545.3316810751807, -416.2508075711636 ], "size": [ 210, 58 ], "flags": { "collapsed": true }, "order": 7, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 57 ] } ], "title": "Get_fps", "properties": { "widget_ue_connectable": {} }, "widgets_values": [ "fps" ], "color": "#232", "bgcolor": 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0, "inputs": [ { "name": "WANVAE", "type": "WANVAE", "link": 50 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_vae", "properties": { "previousName": "vae", "widget_ue_connectable": {} }, "widgets_values": [ "vae" ], "color": "#322", "bgcolor": "#533" }, { "id": 53, "type": "SetNode", "pos": [ -1419.2147464429065, 749.5849675556348 ], "size": [ 210, 50 ], "flags": { "collapsed": true }, "order": 23, "mode": 0, "inputs": [ { "name": "WANTEXTENCODER", "type": "WANTEXTENCODER", "link": 51 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_clip", "properties": { "previousName": "clip", "widget_ue_connectable": {} }, "widgets_values": [ "clip" ], "color": "#432", "bgcolor": "#653" }, { "id": 19, "type": "SetNode", "pos": [ -668.554426414066, 142.23624283887295 ], "size": [ 210, 50 ], "flags": { "collapsed": true }, "order": 27, "mode": 0, "inputs": [ { "name": "AUDIO", "type": "AUDIO", "link": 9 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_audio", "properties": { "previousName": "audio", "widget_ue_connectable": {} }, "widgets_values": [ "audio" ] }, { "id": 18, "type": "SetNode", "pos": [ -661.5759008178981, 187.54212077340202 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 26, "mode": 0, "inputs": [ { "name": "INT", "type": "INT", "link": 8 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_num_frames", "properties": { "previousName": "", "widget_ue_connectable": {} }, "widgets_values": [ "num_frames" ], "color": "#1b4669", "bgcolor": "#29699c" }, { "id": 49, "type": "VHS_VideoCombine", "pos": [ 508.6588997392991, -372.7956606796966 ], "size": [ 433.1436745275562, 334 ], "flags": {}, "order": 37, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 45 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": 62 }, { "name": "meta_batch", "shape": 7, "type": "VHS_BatchManager", "link": null }, { "name": "vae", 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"pos": [ -1765.313917770319, -89.9548299357515 ], "size": [ 332.11315315686716, 150 ], "flags": {}, "order": 9, "mode": 0, "inputs": [ { "name": "prev_lora", "shape": 7, "type": "WANVIDLORA", "link": null }, { "name": "blocks", "shape": 7, "type": "SELECTEDBLOCKS", "link": null } ], "outputs": [ { "name": "lora", "type": "WANVIDLORA", "links": [ 29 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "a4b1a4be7ac69ba705cd9cc43450751cd2e6f25c", "Node name for S&R": "WanVideoLoraSelect", "widget_ue_connectable": { "lora": true, "strength": true, "low_mem_load": true } }, "widgets_values": [ "Wan21_CausVid_14B_T2V_lora_rank32_v2.safetensors", 1.0000000000000002, true, false ], "color": "#223", "bgcolor": "#335" }, { "id": 35, "type": "WanVideoSampler", "pos": [ 163.35383872723682, -328.177656475572 ], "size": [ 313.62017483764635, 710 ], "flags": {}, "order": 24, "mode": 0, "inputs": [ { "label": "model", "name": "model", "type": "WANVIDEOMODEL", "link": 27 }, { "label": "image_embeds", "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "link": 61 }, { "label": "text_embeds", "name": "text_embeds", "shape": 7, "type": "WANVIDEOTEXTEMBEDS", "link": 59 }, { "name": "samples", "shape": 7, "type": "LATENT", "link": null }, { "name": "feta_args", "shape": 7, "type": "FETAARGS", "link": null }, { "name": "context_options", "shape": 7, "type": "WANVIDCONTEXT", "link": null }, { "name": "cache_args", "shape": 7, "type": "CACHEARGS", "link": null }, { "name": "flowedit_args", "shape": 7, "type": "FLOWEDITARGS", "link": null }, { "name": "slg_args", "shape": 7, "type": "SLGARGS", "link": 18 }, { "name": "loop_args", "shape": 7, "type": "LOOPARGS", "link": null }, { "name": "experimental_args", "shape": 7, "type": "EXPERIMENTALARGS", "link": null }, { "name": "sigmas", "shape": 7, "type": "SIGMAS", "link": null }, { "name": "unianimate_poses", "shape": 7, "type": "UNIANIMATE_POSE", "link": null }, { "name": "fantasytalking_embeds", "shape": 7, "type": "FANTASYTALKING_EMBEDS", "link": null }, { "name": "uni3c_embeds", "shape": 7, "type": "UNI3C_EMBEDS", "link": null }, { "name": "multitalk_embeds", "shape": 7, "type": "MULTITALK_EMBEDS", "link": null }, { "name": "freeinit_args", "shape": 7, "type": "FREEINITARGS", "link": null }, { "name": "teacache_args", "shape": 7, "type": "TEACACHEARGS", "link": null } ], "outputs": [ { "label": "samples", "name": "samples", "type": "LATENT", "slot_index": 0, "links": [ 19 ] }, { "name": "denoised_samples", "type": "LATENT", "links": null } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "209c65ba41993c7a9425697f217990df9d13d6d2", "Node name for S&R": "WanVideoSampler", "widget_ue_connectable": { "steps": true, "cfg": true, "shift": true, "seed": true, "force_offload": true, "scheduler": true, "riflex_freq_index": true, "denoise_strength": true, "batched_cfg": true, "rope_function": true } }, "widgets_values": [ 4, 1.2000000000000002, 2.0000000000000004, 138710492223501, "randomize", true, "unipc", 0, 1, false, "comfy", 0, -1, false ], "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 66, "type": "MarkdownNote", "pos": [ -2280.186563352467, -378.5398708037415 ], "size": [ 487.18304443359375, 486.8292735706676 ], "flags": {}, "order": 10, "mode": 0, "inputs": [], "outputs": [], "title": "Download Links", "properties": {}, "widgets_values": [ "Ditto Models:\n\nBF16 (safetensors): \n\n[https://huggingface.co/QingyanBai/Ditto_models/tree/main/models_comfy](https://huggingface.co/QingyanBai/Ditto_models/tree/main/models_comfy)\n\nGGUF: \n\n[https://huggingface.co/vantagewithai/Ditto-GGUF/tree/main](https://huggingface.co/vantagewithai/Ditto-GGUF/tree/main)\n\n\nWan Model:\n\nFP8:\n\n[https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/blob/main/split_files/diffusion_models/wan2.1_t2v_14B_fp8_e4m3fn.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/blob/main/split_files/diffusion_models/wan2.1_t2v_14B_fp8_e4m3fn.safetensors)\n\nGGUF:\n\n[https://huggingface.co/city96/Wan2.1-T2V-14B-gguf/tree/main](https://huggingface.co/city96/Wan2.1-T2V-14B-gguf/tree/main)\n\nLoRA:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan21_CausVid_14B_T2V_lora_rank32_v2.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan21_CausVid_14B_T2V_lora_rank32_v2.safetensors)\n\nText encoder:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/umt5-xxl-enc-fp8_e4m3fn.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/umt5-xxl-enc-fp8_e4m3fn.safetensors)\n\nVAE:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1_VAE_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1_VAE_bf16.safetensors)\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 1, "type": "Note", "pos": [ -2279.9999999999986, 150 ], "size": [ 481.81818181818176, 557.2727272727273 ], "flags": {}, "order": 11, "mode": 0, "inputs": [], "outputs": [], "title": "Sample Prompts", "properties": { "widget_ue_connectable": {} }, "widgets_values": [ "Here are some reference prompts:\nTurn it into the real domain. (For Sim2Real)\nMake the scene in fire.\nMake it Steampunk style (mechanical with gears, pipes and brass details).\nMake it a Japanese anime style, cel shading video.\nMake it a pencil sketch style video.\nMake it a Pixel Art video. \nMake it a Claymation.\nMake it a Ukiyo-e style video.\nMake it a Renaissance art style video.\nMake it a drawing by Van Gogh. \nMake it Cyberpunk style. (implants, futuristic).\nMake it watercolor drawing style. \nMake it Comic Book Style. \nMake it Children's Book Illustration.\nMake it a Charcoal Drawing.\nMake it Rick and Morty style. \nMake it Spirited Away style.\nMake it Moe style anime. \nMake it Pixar style. \nMake it Golden Age Warner/Disney style.\nMake it My Little Pony style.\nMake it sculptured with bronze.\nMake it sculptured with ranbow candy and biscuits.\nMake it sculptured with tasty and delicious chocolate.\nMake it sculptured with silver.\nMake it sculptured with gold.\nMake it sculptured with rusted iron.\nMake it sculptured with glass.\nMake it sculptured with bricks.\nMake it sculptured with ice.\nMake it sculptured with slime.\nTurn it into the 3D Chibi style.\nTurn it into the Fabric style.\nTurn it into the Ghibli style.\nTurn it into the Jojo style.\nTurn it into the LEGO style.\nTurn it into the Paper Cutting style.\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 60, "type": "SetNode", "pos": [ -667.5903341750045, 305.70544561123813 ], "size": [ 210, 50 ], "flags": { "collapsed": true }, "order": 32, "mode": 0, "inputs": [ { "name": "WANVIDEOTEXTEMBEDS", "type": "WANVIDEOTEXTEMBEDS", "link": 58 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_text_embeds", "properties": { "previousName": "text_embeds", "widget_ue_connectable": {} }, "widgets_values": [ "text_embeds" ], "color": "#232", "bgcolor": "#353" }, { "id": 29, "type": "WanVideoVACEEncode", "pos": [ -932.8305307930798, 84.1766153674275 ], "size": [ 236.75175470825343, 282 ], "flags": {}, "order": 35, "mode": 0, "inputs": [ { "name": "vae", "type": "WANVAE", "link": 53 }, { "name": "input_frames", "shape": 7, "type": "IMAGE", "link": 22 }, { "name": "ref_images", "shape": 7, "type": "IMAGE", "link": null }, { "name": "input_masks", "shape": 7, "type": "MASK", "link": null }, { "name": "prev_vace_embeds", "shape": 7, "type": "WANVIDIMAGE_EMBEDS", "link": null }, { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 37 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 38 }, { "name": "num_frames", "type": "INT", "widget": { "name": "num_frames" }, "link": 54 } ], "outputs": [ { "name": "vace_embeds", "type": "WANVIDIMAGE_EMBEDS", "links": [ 60 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "4cebb550326361286ed0a5430cc668241d65b832", "Node name for S&R": "WanVideoVACEEncode", "widget_ue_connectable": { "width": true, "height": true, "num_frames": true, "strength": true, "vace_start_percent": true, "vace_end_percent": true, "tiled_vae": true } }, "widgets_values": [ 832, 480, 33, 0.9750000000000002, 0, 1, false ] }, { "id": 62, "type": "SetNode", "pos": [ -673.1516516311403, 44.76772205456166 ], "size": [ 210, 50 ], "flags": { "collapsed": true }, "order": 38, "mode": 0, "inputs": [ { "name": "WANVIDIMAGE_EMBEDS", "type": "WANVIDIMAGE_EMBEDS", "link": 60 } ], "outputs": [ { "name": "*", "type": "*", 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