{ "id": "b7c1f0a2-5d3e-4a19-9c84-1f6e2a70d5bb", "revision": 0, "last_node_id": 194, "last_link_id": 386, "nodes": [ { "id": 131, "type": "ComfyMathExpression", "pos": [ -1062.26, 5250.1 ], "size": [ 225, 0 ], "flags": { "collapsed": true }, "order": 10, "mode": 0, "inputs": [ { "label": "a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN", "link": 329 }, { "label": "b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN", "link": null } ], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [] }, { "name": "INT", "type": "INT", "links": [ 323, 363 ] }, { "name": "BOOL", "type": "BOOLEAN", "links": [] } ], "properties": { "Node name for S&R": "ComfyMathExpression", "ue_properties": { "widget_ue_connectable": { "expression": true }, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "max(5, round(a * 24)) + (5 - (max(5, round(a * 24)) % 17)) % 17" ], "widgets_values_named": { "expression": "max(5, round(a * 24)) + (5 - (max(5, round(a * 24)) % 17)) % 17" } }, { "id": 150, "type": "Note", "pos": [ -908.45, 5507.2 ], "size": [ 626.875, 226.5625 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [], "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "MiniMax-H3 reference-to-video - starter graph.\n\n1. Load a reference image (LoadImage). It decides the look: subject, colors, framing, art style.\n2. Describe the shot in the text box wired into `prompt`.\n3. Set the length in seconds (PrimitiveInt, default 10). The collapsed math node turns seconds into a frame count the model accepts: 24 fps, then rounded up so that (frames - 5) is a multiple of 17. Type a raw number into `length` and it will usually be rejected.\n4. Set the frame size with ResolutionSelector. 1.3 MP at 16:9 gives 1344x768, which is what the 768p turbo LoRA was trained for.\n5. Queue. Stage 1 writes through the SaveVideo named ..._stage1.\n\nStage 2 (continuation) ships muted. Unmute Video Slice, GetVideoComponents, the second sampler group and its SaveVideo to use it: it takes the tail of stage 1 as a reference video and carries the shot on from there, so the second text box should say what happens NEXT - repeating the first prompt makes the model restart the same motion.\n\nKeep the seed fixed while you iterate on wording. Change it only when you want a different take." ], "widgets_values_named": { "text": "MiniMax-H3 reference-to-video - starter graph.\n\n1. Load a reference image (LoadImage). It decides the look: subject, colors, framing, art style.\n2. Describe the shot in the text box wired into `prompt`.\n3. Set the length in seconds (PrimitiveInt, default 10). The collapsed math node turns seconds into a frame count the model accepts: 24 fps, then rounded up so that (frames - 5) is a multiple of 17. Type a raw number into `length` and it will usually be rejected.\n4. Set the frame size with ResolutionSelector. 1.3 MP at 16:9 gives 1344x768, which is what the 768p turbo LoRA was trained for.\n5. Queue. Stage 1 writes through the SaveVideo named ..._stage1.\n\nStage 2 (continuation) ships muted. Unmute Video Slice, GetVideoComponents, the second sampler group and its SaveVideo to use it: it takes the tail of stage 1 as a reference video and carries the shot on from there, so the second text box should say what happens NEXT - repeating the first prompt makes the model restart the same motion.\n\nKeep the seed fixed while you iterate on wording. Change it only when you want a different take." }, "color": "#432", "bgcolor": "#653" }, { "id": 92, "type": "SaveVideo", "pos": [ 1181.96, 4750.29 ], "size": [ 1337.8125, 126 ], "flags": {}, "order": 19, "mode": 4, "inputs": [ { "name": "video", "type": "VIDEO", "link": 361 } ], "outputs": [ { "name": "video", "type": "VIDEO", "links": null } ], "properties": { "Node name for S&R": "SaveVideo", "ue_properties": { "widget_ue_connectable": { "filename_prefix": true, "format": true, "codec": true }, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "video/minimax_h3_stage2", "auto", "auto", "auto" ], "widgets_values_named": { "filename_prefix": "video/minimax_h3_stage2", "format": "auto", "format.codec": "auto", "codec": "auto" } }, { "id": 156, "type": "2f1420a5-1ef9-4689-b9b6-17a87258900d", "pos": [ -1660.14, 4722.38 ], "size": [ 511.65625, 230 ], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 339 ] }, { "name": "CLIP", "type": "CLIP", "links": [ 317, 357 ] }, { "name": "VAE", "type": "VAE", "links": [ 318, 358 ] }, { "name": "VAE_1", "type": "VAE", "links": [ 319, 359 ] } ], "properties": { "previewExposures": [], "ue_properties": { "widget_ue_connectable": { "unet_name": true, "clip_name": true, "vae_name": true, "vae_name_1": true }, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "minimax_h3_ref2va_pruned_int8_convrot.safetensors", "qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors", "minimax_h3_video_vae_fp16.safetensors", "minimax_h3_audio_vae_fp32.safetensors" ], "widgets_values_named": { "unet_name": "minimax_h3_ref2va_pruned_int8_convrot.safetensors", "clip_name": "qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors", "vae_name": "minimax_h3_video_vae_fp16.safetensors", "vae_name_1": "minimax_h3_audio_vae_fp32.safetensors" } }, { "id": 157, "type": "a9c7f49f-9476-44b4-8be4-345a032d68dd", "pos": [ -719.31, 4870.55 ], "size": [ 225, 338 ], "flags": {}, "order": 11, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 317 }, { "name": "vae", "type": "VAE", "link": 318 }, { "name": "audio_vae", "type": "VAE", "link": 319 }, { "name": "prompt", "type": "STRING", "widget": { "name": "prompt" }, "link": 330 }, { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 327 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 328 }, { "name": "length", "type": "INT", "widget": { "name": "length" }, "link": 323 }, { "name": "model", "type": "MODEL", "link": 340 }, { "name": "ref_images.ref_image_0", "shape": 7, "type": "IMAGE", "link": 333 }, { "name": "ref_audios.ref_audio_0", "shape": 7, "type": "AUDIO", "link": null } ], "outputs": [ { "name": "VIDEO", "type": "VIDEO", "links": [ 351, 362, 381 ] } ], "properties": { "previewExposures": [], "ue_properties": { "widget_ue_connectable": { "prompt": true, "width": true, "height": true, "length": true, "noise_seed": true }, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "", 1344, 768, 124, 0 ], "widgets_values_named": { "prompt": "", "width": 1344, "height": 768, "length": 124, "noise_seed": 0 } }, { "id": 158, "type": "ResolutionSelector", "pos": [ -1085.53, 5071.2 ], "size": [ 270, 134 ], "flags": {}, "order": 2, "mode": 0, "inputs": [], "outputs": [ { "name": "width", "type": "INT", "links": [ 327, 368 ] }, { "name": "height", "type": "INT", "links": [ 328, 369 ] } ], "properties": { "Node name for S&R": "ResolutionSelector", "ue_properties": { "widget_ue_connectable": { "aspect_ratio": true, "megapixels": true, "multiple": true }, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "16:9 (Widescreen)", 1.3, 8 ], "widgets_values_named": { "aspect_ratio": "16:9 (Widescreen)", "megapixels": 1.3, "multiple": 8 } }, { "id": 159, "type": "PrimitiveInt", "pos": [ -1084.97, 5290.53 ], "size": [ 270, 82 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 329 ] } ], "properties": { "Node name for S&R": "PrimitiveInt", "ue_properties": { "widget_ue_connectable": { "value": true }, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ 10, "fixed" ], "widgets_values_named": { "value": 10, "fixed": "fixed" } }, { "id": 160, "type": "StringConstantMultiline", "pos": [ -1339.39, 5460.82 ], "size": [ 427.1875, 282.59375 ], "flags": {}, "order": 4, "mode": 0, "inputs": [], "outputs": [ { "name": "STRING", "type": "STRING", "links": [ 330 ] } ], "properties": { "Node name for S&R": "StringConstantMultiline", "ue_properties": { "widget_ue_connectable": { "string": true, "strip_newlines": true }, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "Use the reference image as the single source of truth for the subject, colors, framing and art style. Do not redesign it.\n\nA slow cinematic push-in. Natural light, soft shadows, shallow depth of field.\n\nSmall believable motion only: blinking, breathing, small head movement, hair and fabric moving in a light breeze, leaves shifting in the background.\n\nOne continuous take, no cuts. No new characters, no new objects, no text, no subtitles, no watermarks.", true ], "widgets_values_named": { "string": "Use the reference image as the single source of truth for the subject, colors, framing and art style. Do not redesign it.\n\nA slow cinematic push-in. Natural light, soft shadows, shallow depth of field.\n\nSmall believable motion only: blinking, breathing, small head movement, hair and fabric moving in a light breeze, leaves shifting in the background.\n\nOne continuous take, no cuts. No new characters, no new objects, no text, no subtitles, no watermarks.", "strip_newlines": true } }, { "id": 161, "type": "LoadImage", "pos": [ -1378.66, 5048.33 ], "size": [ 282.59375, 322 ], "flags": {}, "order": 5, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 333, 380 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "Node name for S&R": "LoadImage", "ue_properties": { "widget_ue_connectable": { "image": true, "upload": true }, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "example.png", "image" ], "widgets_values_named": { "image": "example.png", "upload": "image" } }, { "id": 164, "type": "MiniMaxH3TurboLoRA", "pos": [ -1100.67, 4622.84 ], "size": [ 519.21875, 174 ], "flags": {}, "order": 9, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 339 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 340, 376 ] } ], "properties": { "Node name for S&R": "MiniMaxH3TurboLoRA", "ue_properties": { "widget_ue_connectable": { "lora_name": true, "strength": true }, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "minimax_h3_fl2v_turbo_4step_v1.1_768p_comfyui_bf16.safetensors", 1, false ], "widgets_values_named": { "lora_name": "minimax_h3_fl2v_turbo_4step_v1.1_768p_comfyui_bf16.safetensors", "strength": 1, "low_vram": false } }, { "id": 183, "type": "4ac2f117-1631-4db7-b34f-6bccb33ba68f", "pos": [ 347.31, 4742.9 ], "size": [ 279.9375, 358 ], "flags": {}, "order": 17, "mode": 4, "inputs": [ { "name": "clip", "type": "CLIP", "link": 357 }, { "name": "vae", "type": "VAE", "link": 358 }, { "name": "audio_vae", "type": "VAE", "link": 359 }, { "name": "prompt", "type": "STRING", "widget": { "name": "prompt" }, "link": 367 }, { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 368 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 369 }, { "name": "length", "type": "INT", "widget": { "name": "length" }, "link": 363 }, { "name": "model", "type": "MODEL", "link": 376 }, { "name": "ref_videos.ref_video_0", "shape": 7, "type": "IMAGE", "link": 377 }, { "name": "ref_video_audios.ref_video_audio_0", "shape": 7, "type": "AUDIO", "link": null }, { "name": "ref_images.ref_image_0", "shape": 7, "type": "IMAGE", "link": 380 } ], "outputs": [ { "name": "VIDEO", "type": "VIDEO", "links": [ 361 ] } ], "properties": { "previewExposures": [], "ue_properties": { "widget_ue_connectable": { "prompt": true, "width": true, "height": true, "length": true, "noise_seed": true }, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "", 1344, 768, 124, 0 ], "widgets_values_named": { "prompt": "", "width": 1344, "height": 768, "length": 124, "noise_seed": 0 } }, { "id": 184, "type": "Video Slice", "pos": [ -423.57, 4952.28 ], "size": [ 270, 118 ], "flags": {}, "order": 12, "mode": 4, "inputs": [ { "name": "video", "type": "VIDEO", "link": 351 } ], "outputs": [ { "name": "VIDEO", "type": "VIDEO", "links": [ 352 ] } ], "properties": { "Node name for S&R": "Video Slice", "ue_properties": { "widget_ue_connectable": { "start_time": true, "duration": true, "strict_duration": true }, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ 8, 2, false ], "widgets_values_named": { "start_time": 8, "duration": 2, "strict_duration": false } }, { "id": 185, "type": "GetVideoComponents", "pos": [ -147.55, 4816.91 ], "size": [ 225, 114 ], "flags": {}, "order": 15, "mode": 4, "inputs": [ { "name": "video", "type": "VIDEO", "link": 352 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 377 ] }, { "name": "audio", "type": "AUDIO", "links": [] }, { "name": "fps", "type": "FLOAT", "links": null }, { "name": "bit_depth", "type": "COMBO", "links": null }, { "name": "color_space", "type": "COMBO", "links": null } ], "properties": { "Node name for S&R": "GetVideoComponents", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } } }, { "id": 186, "type": "SaveVideo", "pos": [ -351.8, 3850.31 ], "size": [ 1383.296875, 126 ], "flags": {}, "order": 13, "mode": 0, "inputs": [ { "name": "video", "type": "VIDEO", "link": 362 } ], "outputs": [ { "name": "video", "type": "VIDEO", "links": null } ], "properties": { "Node name for S&R": "SaveVideo", "ue_properties": { "widget_ue_connectable": { "filename_prefix": true, "format": true, "codec": true }, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "video/minimax_h3_stage1", "auto", "auto", "auto" ], "widgets_values_named": { "filename_prefix": "video/minimax_h3_stage1", "format": "auto", "format.codec": "auto", "codec": "auto" } }, { "id": 188, "type": "StringConstantMultiline", "pos": [ 91.75, 5305.13 ], "size": [ 427.1875, 282.59375 ], "flags": {}, "order": 6, "mode": 0, "inputs": [], "outputs": [ { "name": "STRING", "type": "STRING", "links": [ 367 ] } ], "properties": { "Node name for S&R": "StringConstantMultiline", "ue_properties": { "widget_ue_connectable": { "string": true, "strip_newlines": true }, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "Continue directly from the reference video. Same subject, same place, same light, same art style.\n\nDescribe only what happens NEXT here - do not repeat the first prompt, or the shot restarts instead of continuing.\n\nOne continuous take, no cuts, no new characters, no text or watermarks.", true ], "widgets_values_named": { "string": "Continue directly from the reference video. Same subject, same place, same light, same art style.\n\nDescribe only what happens NEXT here - do not repeat the first prompt, or the shot restarts instead of continuing.\n\nOne continuous take, no cuts, no new characters, no text or watermarks.", "strip_newlines": true } }, { "id": 189, "type": "GetVideoComponents", "pos": [ 1500, 5200 ], "size": [ 270, 114 ], "flags": {}, "order": 14, "mode": 4, "inputs": [ { "name": "video", "type": "VIDEO", "link": 381 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 382 ] }, { "name": "audio", "type": "AUDIO", "links": [ 385 ] }, { "name": "fps", "type": "FLOAT", "links": [] }, { "name": "bit_depth", "type": "COMBO", "links": null }, { "name": "color_space", "type": "COMBO", "links": null } ], "properties": { "Node name for S&R": "GetVideoComponents", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } } }, { "id": 190, "type": "UpscaleModelLoader", "pos": [ 1500, 5350 ], "size": [ 407.625, 62 ], "flags": {}, "order": 7, "mode": 4, "inputs": [], "outputs": [ { "name": "UPSCALE_MODEL", "type": "UPSCALE_MODEL", "links": [ 383 ] } ], "title": "Upscale Model - 2x (small, so it stays cheap)", "properties": { "Node name for S&R": "UpscaleModelLoader", "models": [ { "name": "RealESRGAN_x2plus.pth", "url": "https://huggingface.co/xingren23/comfyflow-models/resolve/main/upscale_models/RealESRGAN_x2plus.pth", "directory": "upscale_models" } ], "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "RealESRGAN_x2plus.pth" ], "widgets_values_named": { "model_name": "RealESRGAN_x2plus.pth" } }, { "id": 191, "type": "ImageUpscaleWithModel", "pos": [ 1880, 5300 ], "size": [ 270, 78 ], "flags": {}, "order": 16, "mode": 4, "inputs": [ { "name": "upscale_model", "type": "UPSCALE_MODEL", "link": 383 }, { "name": "image", "type": "IMAGE", "link": 382 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 384 ] } ], "properties": { "Node name for S&R": "ImageUpscaleWithModel", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } } }, { "id": 192, "type": "CreateVideo", "pos": [ 2220, 5200 ], "size": [ 270, 138 ], "flags": {}, "order": 18, "mode": 4, "inputs": [ { "name": "images", "type": "IMAGE", "link": 384 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": 385 } ], "outputs": [ { "name": "VIDEO", "type": "VIDEO", "links": [ 386 ] } ], "properties": { "Node name for S&R": "CreateVideo", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ 24, 8, "sRGB" ], "widgets_values_named": { "fps": 24, "bit_depth": 8, "color_space": "sRGB" } }, { "id": 193, "type": "SaveVideo", "pos": [ 2560, 5200 ], "size": [ 270, 126 ], "flags": {}, "order": 20, "mode": 4, "inputs": [ { "name": "video", "type": "VIDEO", "link": 386 } ], "outputs": [ { "name": "video", "type": "VIDEO", "links": [] } ], "title": "SaveVideo - upscaled 2x", "properties": { "Node name for S&R": "SaveVideo", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "video/minimax_h3_upscaled", "auto", "auto", "auto" ], "widgets_values_named": { "filename_prefix": "video/minimax_h3_upscaled", "format": "auto", "format.codec": "auto", "codec": "auto" } }, { "id": 194, "type": "MarkdownNote", "pos": [ 1500, 5470 ], "size": [ 900, 200 ], "flags": {}, "order": 8, "mode": 0, "inputs": [], "outputs": [], "title": "Note: optional 2x upscale", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "This branch hangs off the stage-1 video and is muted by default, so generation is untouched: the stage-1 SaveVideo keeps writing the original file whether you enable this or not.\n\nRealESRGAN x2 rather than x4 - one fast pass over the frames, not diffusion, so next to the sampling time it costs almost nothing.\n\nNeeds `RealESRGAN_x2plus.pth` (67 MB) in `ComfyUI/models/upscale_models/`. The URL is attached to the loader node, so ComfyUI offers to fetch it when the workflow opens." ], "widgets_values_named": { "text": "This branch hangs off the stage-1 video and is muted by default, so generation is untouched: the stage-1 SaveVideo keeps writing the original file whether you enable this or not.\n\nRealESRGAN x2 rather than x4 - one fast pass over the frames, not diffusion, so next to the sampling time it costs almost nothing.\n\nNeeds `RealESRGAN_x2plus.pth` (67 MB) in `ComfyUI/models/upscale_models/`. The URL is attached to the loader node, so ComfyUI offers to fetch it when the workflow opens." }, "color": "#432", "bgcolor": "#653" } ], "links": [ [ 317, 156, 1, 157, 0, "CLIP" ], [ 318, 156, 2, 157, 1, "VAE" ], [ 319, 156, 3, 157, 2, "VAE" ], [ 323, 131, 1, 157, 6, "INT" ], [ 327, 158, 0, 157, 4, "INT" ], [ 328, 158, 1, 157, 5, "INT" ], [ 329, 159, 0, 131, 0, "INT" ], [ 330, 160, 0, 157, 3, "STRING" ], [ 333, 161, 0, 157, 8, "IMAGE" ], [ 339, 156, 0, 164, 0, "MODEL" ], [ 340, 164, 0, 157, 7, "MODEL" ], [ 351, 157, 0, 184, 0, "VIDEO" ], [ 352, 184, 0, 185, 0, "VIDEO" ], [ 357, 156, 1, 183, 0, "CLIP" ], [ 358, 156, 2, 183, 1, "VAE" ], [ 359, 156, 3, 183, 2, "VAE" ], [ 361, 183, 0, 92, 0, "VIDEO" ], [ 362, 157, 0, 186, 0, "VIDEO" ], [ 363, 131, 1, 183, 6, "INT" ], [ 367, 188, 0, 183, 3, "STRING" ], [ 368, 158, 0, 183, 4, "INT" ], [ 369, 158, 1, 183, 5, "INT" ], [ 376, 164, 0, 183, 7, "MODEL" ], [ 377, 185, 0, 183, 8, "IMAGE" ], [ 380, 161, 0, 183, 10, "IMAGE" ], [ 381, 157, 0, 189, 0, "VIDEO" ], [ 382, 189, 0, 191, 1, "IMAGE" ], [ 383, 190, 0, 191, 0, "UPSCALE_MODEL" ], [ 384, 191, 0, 192, 0, "IMAGE" ], [ 385, 189, 1, 192, 1, "AUDIO" ], [ 386, 192, 0, 193, 0, "VIDEO" ] ], "groups": [], "definitions": { "subgraphs": [ { "id": "2f1420a5-1ef9-4689-b9b6-17a87258900d", "version": 1, "state": { "lastGroupId": 5, "lastNodeId": 194, "lastLinkId": 386, "lastRerouteId": 0 }, "revision": 0, "config": {}, "name": "Loaders", "inputNode": { "id": -10, "bounding": [ -1678, 5166, 128, 128 ] }, "outputNode": { "id": -20, "bounding": [ -780, 5126, 128, 128 ] }, "inputs": [ { "id": "c11b44c8-5c5c-41ac-a525-45821770d24c", "name": "unet_name", "type": "COMBO", "linkIds": [ 313 ], "pos": [ -1574, 5190 ] }, { "id": "2f7881f5-9caa-492b-a51a-cfb10730dbbf", "name": "clip_name", "type": "COMBO", "linkIds": [ 314 ], "pos": [ -1574, 5210 ] }, { "id": "f8bd288c-d50d-4d3f-9e73-6e326e00609a", "name": "vae_name", "type": "COMBO", "linkIds": [ 315 ], "pos": [ -1574, 5230 ] }, { "id": "d44a2e59-3ca7-4437-95c4-6118878eb3fa", "name": "vae_name_1", "type": "COMBO", "linkIds": [ 316 ], "pos": [ -1574, 5250 ] } ], "outputs": [ { "id": "b09aedcc-077f-4554-8a06-f44c95d9dfae", "name": "MODEL", "type": "MODEL", "linkIds": [ 286 ], "localized_name": "MODEL", "pos": [ -756, 5150 ] }, { "id": "05c37eab-1371-42c5-8da7-0829e9185f52", "name": "CLIP", "type": "CLIP", "linkIds": [ 272 ], "localized_name": "CLIP", "pos": [ -756, 5170 ] }, { "id": "52a5615b-6839-4527-9ad2-a9e06d707e42", "name": "VAE", "type": "VAE", "linkIds": [ 251, 251 ], "localized_name": "VAE", "pos": [ -756, 5190 ] }, { "id": "40c21835-d51b-4b82-9efb-cc10105d3e1a", "name": "VAE_1", "type": "VAE", "linkIds": [ 250, 250 ], "localized_name": "VAE_1", "pos": [ -756, 5210 ] } ], "widgets": [], "nodes": [ { "id": 127, "type": "UNETLoader", "pos": [ -1490, 4940 ], "size": [ 640, 90 ], "flags": {}, "order": 2, "mode": 0, "inputs": [ { "localized_name": "unet_name", "name": "unet_name", "type": "COMBO", "widget": { "name": "unet_name" }, "link": 313 } ], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "links": [ 286 ] } ], "properties": { "Node name for S&R": "UNETLoader", "models": [ { "name": "minimax_h3_ref2va_pruned_int8_convrot.safetensors", "url": "https://huggingface.co/Comfy-Org/MiniMax-H3/resolve/main/diffusion_models/minimax_h3_ref2va_pruned_int8_convrot.safetensors", "directory": "diffusion_models" } ], "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "minimax_h3_ref2va_pruned_int8_convrot.safetensors", "default" ], "widgets_values_named": { "unet_name": "minimax_h3_ref2va_pruned_int8_convrot.safetensors", "weight_dtype": "default" } }, { "id": 128, "type": "CLIPLoader", "pos": [ -1490, 5090 ], "size": [ 640, 120 ], "flags": {}, "order": 3, "mode": 0, "inputs": [ { "localized_name": "clip_name", "name": "clip_name", "type": "COMBO", "widget": { "name": "clip_name" }, "link": 314 } ], "outputs": [ { "localized_name": "CLIP", "name": "CLIP", "type": "CLIP", "links": [ 272 ] } ], "properties": { "Node name for S&R": "CLIPLoader", "models": [ { "name": "qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors", "url": "https://huggingface.co/Comfy-Org/MiniMax-H3/resolve/main/text_encoders/qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors", "directory": "text_encoders" } ], "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors", "minimax", "default" ], "widgets_values_named": { "clip_name": "qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors", "type": "minimax", "device": "default" } }, { "id": 119, "type": "VAELoader", "pos": [ -1490, 5270 ], "size": [ 640, 70 ], "flags": {}, "order": 0, "mode": 0, "inputs": [ { "localized_name": "vae_name", "name": "vae_name", "type": "COMBO", "widget": { "name": "vae_name" }, "link": 315 } ], "outputs": [ { "localized_name": "VAE", "name": "VAE", "type": "VAE", "links": [ 251 ] } ], "properties": { "Node name for S&R": "VAELoader", "models": [ { "name": "minimax_h3_video_vae_fp16.safetensors", "url": "https://huggingface.co/Comfy-Org/MiniMax-H3/resolve/main/vae/minimax_h3_video_vae_fp16.safetensors", "directory": "vae" } ], "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "minimax_h3_video_vae_fp16.safetensors" ], "widgets_values_named": { "vae_name": "minimax_h3_video_vae_fp16.safetensors" } }, { "id": 120, "type": "VAELoader", "pos": [ -1490, 5400 ], "size": [ 650, 70 ], "flags": {}, "order": 1, "mode": 0, "inputs": [ { "localized_name": "vae_name", "name": "vae_name", "type": "COMBO", "widget": { "name": "vae_name" }, "link": 316 } ], "outputs": [ { "localized_name": "VAE", "name": "VAE", "type": "VAE", "links": [ 250 ] } ], "properties": { "Node name for S&R": "VAELoader", "models": [ { "name": "minimax_h3_audio_vae_fp32.safetensors", "url": "https://huggingface.co/Comfy-Org/MiniMax-H3/resolve/main/vae/minimax_h3_audio_vae_fp32.safetensors", "directory": "vae" } ], "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "minimax_h3_audio_vae_fp32.safetensors" ], "widgets_values_named": { "vae_name": "minimax_h3_audio_vae_fp32.safetensors" } } ], "groups": [], "links": [ { "id": 286, "origin_id": 127, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "MODEL" }, { "id": 272, "origin_id": 128, "origin_slot": 0, "target_id": -20, "target_slot": 1, "type": "CLIP" }, { "id": 251, "origin_id": 119, "origin_slot": 0, "target_id": -20, "target_slot": 2, "type": "VAE" }, { "id": 250, "origin_id": 120, "origin_slot": 0, "target_id": -20, "target_slot": 3, "type": "VAE" }, { "id": 313, "origin_id": -10, "origin_slot": 0, "target_id": 127, "target_slot": 0, "type": "COMBO" }, { "id": 314, "origin_id": -10, "origin_slot": 1, "target_id": 128, "target_slot": 0, "type": "COMBO" }, { "id": 315, "origin_id": -10, "origin_slot": 2, "target_id": 119, "target_slot": 0, "type": "COMBO" }, { "id": 316, "origin_id": -10, "origin_slot": 3, "target_id": 120, "target_slot": 0, "type": "COMBO" } ], "extra": { "ue_links": [], "links_added_by_ue": [] } }, { "id": "a9c7f49f-9476-44b4-8be4-345a032d68dd", "version": 1, "state": { "lastGroupId": 5, "lastNodeId": 194, "lastLinkId": 386, "lastRerouteId": 0 }, "revision": 0, "config": {}, "name": "Stage 1 - reference image to video", "inputNode": { "id": -10, "bounding": [ -2082.67, 4986.38, 182.24, 268 ] }, "outputNode": { "id": -20, "bounding": [ 1120, 5075.57, 128, 68 ] }, "inputs": [ { "id": "bf61142c-c80a-4a33-9203-1c7d8481849b", "name": "clip", "type": "CLIP", "linkIds": [ 308 ], "localized_name": "clip", "pos": [ -1924.44, 5010.38 ] }, { "id": "e7b0505f-e85e-463e-8938-312c1650c4e1", "name": "vae", "type": "VAE", "linkIds": [ 310, 309 ], "localized_name": "vae", "pos": [ -1924.44, 5030.38 ] }, { "id": "46ab657a-fabf-4998-8810-2b506916aee1", "name": "audio_vae", "type": "VAE", "linkIds": [ 312, 311 ], "localized_name": "audio_vae", "pos": [ -1924.44, 5050.38 ] }, { "id": "31202f94-91a7-4787-8fad-c1c11c3f5815", "name": "prompt", "type": "STRING", "linkIds": [ 279 ], "localized_name": "prompt", "pos": [ -1924.44, 5070.38 ] }, { "id": "cf4fbe39-52ea-4d93-be07-07dd54d93506", "name": "width", "type": "INT", "linkIds": [ 276 ], "localized_name": "width", "pos": [ -1924.44, 5090.38 ] }, { "id": "9fe72685-2f6d-4420-813f-c6b02b9a647d", "name": "height", "type": "INT", "linkIds": [ 277 ], "localized_name": "height", "pos": [ -1924.44, 5110.38 ] }, { "id": "15cad61f-4f9c-4cb1-97ee-26e87bba7b51", "name": "length", "type": "INT", "linkIds": [ 275 ], "localized_name": "length", "pos": [ -1924.44, 5130.38 ] }, { "id": "58216972-ab99-41bc-bc52-35753867f4fb", "name": "model", "type": "MODEL", "linkIds": [ 307 ], "localized_name": "model", "pos": [ -1924.44, 5150.38 ] }, { "id": "3279b969-87d6-4003-b32d-769dea61625b", "name": "noise_seed", "type": "INT", "linkIds": [ 326 ], "pos": [ -1924.44, 5170.38 ] }, { "id": "49a3e0b4-baff-4503-8fc0-d5f6cc8c93f0", "name": "ref_images.ref_image_0", "type": "IMAGE", "linkIds": [ 331 ], "pos": [ -1924.44, 5190.38 ] }, { "id": "9cd49764-e735-4dec-8a23-665a28244a20", "name": "ref_audios.ref_audio_0", "type": "AUDIO", "linkIds": [ 332 ], "pos": [ -1924.44, 5210.38 ] } ], "outputs": [ { "id": "11625b3d-82cd-422a-a295-815358f5673a", "name": "VIDEO", "type": "VIDEO", "linkIds": [ 260 ], "localized_name": "VIDEO", "pos": [ 1144, 5099.57 ] } ], "widgets": [], "nodes": [ { "id": 136, "type": "MiniMaxH3ReferenceToVideo", "pos": [ -714.79, 5163.98 ], "size": [ 410, 374 ], "flags": {}, "order": 7, "mode": 0, "inputs": [ { "localized_name": "clip", "name": "clip", "type": "CLIP", "link": 308 }, { "localized_name": "vae", "name": "vae", "type": "VAE", "link": 310 }, { "localized_name": "audio_vae", "name": "audio_vae", "type": "VAE", "link": 312 }, { "label": "ref_image_0", "localized_name": "ref_images.ref_image_0", "name": "ref_images.ref_image_0", "shape": 7, "type": "IMAGE", "link": 331 }, { "label": "ref_image_1", "localized_name": "ref_images.ref_image_1", "name": "ref_images.ref_image_1", "shape": 7, "type": "IMAGE", "link": null }, { "label": "ref_video_0", "localized_name": "ref_videos.ref_video_0", "name": "ref_videos.ref_video_0", "shape": 7, "type": "IMAGE", "link": null }, { "label": "ref_video_audio_0", "localized_name": "ref_video_audios.ref_video_audio_0", "name": "ref_video_audios.ref_video_audio_0", "shape": 7, "type": "AUDIO", "link": null }, { "label": "ref_audio_0", "localized_name": "ref_audios.ref_audio_0", "name": "ref_audios.ref_audio_0", "shape": 7, "type": "AUDIO", "link": 332 }, { "label": "ref_audio_1", "localized_name": "ref_audios.ref_audio_1", "name": "ref_audios.ref_audio_1", "shape": 7, "type": "AUDIO", "link": null }, { "localized_name": "prompt", "name": "prompt", "type": "STRING", "widget": { "name": "prompt" }, "link": 279 }, { "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 276 }, { "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 277 }, { "localized_name": "length", "name": "length", "type": "INT", "widget": { "name": "length" }, "link": 275 } ], "outputs": [ { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "links": [ 270 ] }, { "localized_name": "LATENT", "name": "LATENT", "type": "LATENT", "links": [ 271 ] } ], "properties": { "Node name for S&R": "MiniMaxH3ReferenceToVideo", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "", 1344, 768, 124, "match" ], "widgets_values_named": { "prompt": "", "width": 1344, "height": 768, "length": 124, "ref_image_size": "match" } }, { "id": 121, "type": "VAEDecodeAudio", "pos": [ 480, 5180 ], "size": [ 230, 60 ], "flags": { "collapsed": false }, "order": 1, "mode": 0, "inputs": [ { "localized_name": "samples", "name": "samples", "type": "LATENT", "link": 281 }, { "localized_name": "vae", "name": "vae", "type": "VAE", "link": 311 } ], "outputs": [ { "localized_name": "AUDIO", "name": "AUDIO", "type": "AUDIO", "links": [ 259 ] } ], "properties": { "Node name for S&R": "VAEDecodeAudio", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } } }, { "id": 122, "type": "VAEDecode", "pos": [ 479.17, 5060 ], "size": [ 230, 60 ], "flags": { "collapsed": false }, "order": 2, "mode": 0, "inputs": [ { "localized_name": "samples", "name": "samples", "type": "LATENT", "link": 280 }, { "localized_name": "vae", "name": "vae", "type": "VAE", "link": 309 } ], "outputs": [ { "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "links": [ 258 ] } ], "properties": { "Node name for S&R": "VAEDecode", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } } }, { "id": 126, "type": "BasicGuider", "pos": [ -260, 5080 ], "size": [ 360, 60 ], "flags": {}, "order": 4, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 343 }, { "localized_name": "conditioning", "name": "conditioning", "type": "CONDITIONING", "link": 270 } ], "outputs": [ { "localized_name": "GUIDER", "name": "GUIDER", "type": "GUIDER", "links": [ 254 ] } ], "properties": { "Node name for S&R": "BasicGuider", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } } }, { "id": 130, "type": "CreateVideo", "pos": [ 790, 5090 ], "size": [ 270, 126 ], "flags": {}, "order": 6, "mode": 0, "inputs": [ { "localized_name": "images", "name": "images", "type": "IMAGE", "link": 258 }, { "localized_name": "audio", "name": "audio", "shape": 7, "type": "AUDIO", "link": 259 } ], "outputs": [ { "localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO", "links": [ 260 ] } ], "properties": { "Node name for S&R": "CreateVideo", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ 24, 8, "sRGB" ], "widgets_values_named": { "fps": 24, "bit_depth": 8, "color_space": "sRGB" } }, { "id": 125, "type": "SamplerCustomAdvanced", "pos": [ 150, 5110 ], "size": [ 230, 361.97 ], "flags": {}, "order": 3, "mode": 0, "inputs": [ { "localized_name": "noise", "name": "noise", "type": "NOISE", "link": 253 }, { "localized_name": "guider", "name": "guider", "type": "GUIDER", "link": 254 }, { "localized_name": "sampler", "name": "sampler", "type": "SAMPLER", "link": 350 }, { "localized_name": "sigmas", "name": "sigmas", "type": "SIGMAS", "link": 301 }, { "localized_name": "latent_image", "name": "latent_image", "type": "LATENT", "link": 271 } ], "outputs": [ { "localized_name": "output", "name": "output", "type": "LATENT", "links": [ 280, 281 ] }, { "localized_name": "denoised_output", "name": "denoised_output", "type": "LATENT", "links": [] } ], "properties": { "Node name for S&R": "SamplerCustomAdvanced", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } } }, { "id": 129, "type": "RandomNoise", "pos": [ -260, 4940 ], "size": [ 360, 90 ], "flags": {}, "order": 5, "mode": 0, "inputs": [ { "localized_name": "noise_seed", "name": "noise_seed", "type": "INT", "widget": { "name": "noise_seed" }, "link": 326 } ], "outputs": [ { "localized_name": "NOISE", "name": "NOISE", "type": "NOISE", "links": [ 253 ] } ], "properties": { "Node name for S&R": "RandomNoise", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ 0, "fixed" ], "widgets_values_named": { "noise_seed": 0, "control_after_generate": "fixed" } }, { "id": 153, "type": "BasicScheduler", "pos": [ -186.38, 5331.17 ], "size": [ 270, 118 ], "flags": {}, "order": 9, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 344 } ], "outputs": [ { "localized_name": "SIGMAS", "name": "SIGMAS", "type": "SIGMAS", "links": [ 301 ] } ], "properties": { "Node name for S&R": "BasicScheduler", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "simple", 10, 1 ], "widgets_values_named": { "scheduler": "simple", "steps": 10, "denoise": 1 } }, { "id": 145, "type": "PathchSageAttentionKJ", "pos": [ -1824.44, 4528.87 ], "size": [ 428.4375, 138 ], "flags": {}, "order": 8, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 307 } ], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "links": [ 347 ] } ], "properties": { "Node name for S&R": "PathchSageAttentionKJ", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "sageattn_qk_int8_pv_fp8_cuda++", true ], "widgets_values_named": { "sage_attention": "sageattn_qk_int8_pv_fp8_cuda++", "allow_compile": true } }, { "id": 163, "type": "MiniMaxH3SigmaShift", "pos": [ -288.3, 4652.14 ], "size": [ 270, 90 ], "flags": { "collapsed": false }, "order": 10, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 346 } ], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "links": [ 343, 344 ] } ], "properties": { "Node name for S&R": "MiniMaxH3SigmaShift", "cnr_id": "comfy-core", "ver": "0.30.0", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ 12, 6 ], "widgets_values_named": { "shift_video": 12, "shift_audio": 6 } }, { "id": 166, "type": "KSamplerSelect", "pos": [ -209.76, 5227.76 ], "size": [ 270, 62 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "localized_name": "SAMPLER", "name": "SAMPLER", "type": "SAMPLER", "links": [ 350 ] } ], "properties": { "Node name for S&R": "KSamplerSelect", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "res_multistep" ], "widgets_values_named": { "sampler_name": "res_multistep" } }, { "id": 167, "type": "SpectrumApplyMiniMaxH3", "pos": [ -679.41, 4168.99 ], "size": [ 330.65625, 757.890625 ], "flags": {}, "order": 11, "mode": 4, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 385 } ], "outputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "links": [ 346 ] } ], "properties": { "Node name for S&R": "SpectrumApplyMiniMaxH3" }, "widgets_values": [ true, 0.5, 4, 0.1, 2, 0.75, 5, 1, 8, false, "system_ram", true, false, false, true, 0, "system_ram", "off", 0.65, false, false, "coordinate_rls", "hard_clip", 0.4, "no_attenuation" ], "widgets_values_named": { "enabled": true, "blend_weight": 0.5, "degree": 4, "ridge_lambda": 0.1, "window_size": 2, "flex_window": 0.75, "warmup_steps": 5, "tail_actual_steps": 1, "max_history": 8, "debug": false, "history_storage": "system_ram", "bootstrap_first_forecast": true, "anchor_residual_feedback": false, "selective_rollback_correction": false, "offline_smoothing_replay": true, "audio_blend_weight": 0, "offline_archive_storage": "system_ram", "model_aware_mode": "off", "model_aware_risk_threshold": 0.65, "model_aware_trust_shrinkage": false, "model_aware_replay_generic_correction": false, "generic_correction_mode": "coordinate_rls", "generic_correction_limiter": "hard_clip", "generic_correction_limit": 0.4, "generic_correction_attenuation": "no_attenuation" } }, { "id": 168, "type": "MiniMaxH3MemoryEfficientSageAttentionPatch", "pos": [ -1362.95, 4541.15 ], "size": [ 320.32, 58 ], "flags": {}, "order": 12, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 347 } ], "outputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "links": [ 385 ] } ], "properties": { "Node name for S&R": "MiniMaxH3MemoryEfficientSageAttentionPatch", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } } } ], "groups": [], "links": [ { "id": 281, "origin_id": 125, "origin_slot": 0, "target_id": 121, "target_slot": 0, "type": "LATENT" }, { "id": 280, "origin_id": 125, "origin_slot": 0, "target_id": 122, "target_slot": 0, "type": "LATENT" }, { "id": 270, "origin_id": 136, "origin_slot": 0, "target_id": 126, "target_slot": 1, "type": "CONDITIONING" }, { "id": 258, "origin_id": 122, "origin_slot": 0, "target_id": 130, "target_slot": 0, "type": "IMAGE" }, { "id": 259, "origin_id": 121, "origin_slot": 0, "target_id": 130, "target_slot": 1, "type": "AUDIO" }, { "id": 253, "origin_id": 129, "origin_slot": 0, "target_id": 125, "target_slot": 0, "type": "NOISE" }, { "id": 254, "origin_id": 126, "origin_slot": 0, "target_id": 125, "target_slot": 1, "type": "GUIDER" }, { "id": 301, "origin_id": 153, "origin_slot": 0, "target_id": 125, "target_slot": 3, "type": "SIGMAS" }, { "id": 271, "origin_id": 136, "origin_slot": 1, "target_id": 125, "target_slot": 4, "type": "LATENT" }, { "id": 308, "origin_id": -10, "origin_slot": 0, "target_id": 136, "target_slot": 0, "type": "CLIP" }, { "id": 310, "origin_id": -10, "origin_slot": 1, "target_id": 136, "target_slot": 1, "type": "VAE" }, { "id": 309, "origin_id": -10, "origin_slot": 1, "target_id": 122, "target_slot": 1, "type": "VAE" }, { "id": 312, "origin_id": -10, "origin_slot": 2, "target_id": 136, "target_slot": 2, "type": "VAE" }, { "id": 311, "origin_id": -10, "origin_slot": 2, "target_id": 121, "target_slot": 1, "type": "VAE" }, { "id": 279, "origin_id": -10, "origin_slot": 3, "target_id": 136, "target_slot": 9, "type": "STRING" }, { "id": 276, "origin_id": -10, "origin_slot": 4, "target_id": 136, "target_slot": 10, "type": "INT" }, { "id": 277, "origin_id": -10, "origin_slot": 5, "target_id": 136, "target_slot": 11, "type": "INT" }, { "id": 275, "origin_id": -10, "origin_slot": 6, "target_id": 136, "target_slot": 12, "type": "INT" }, { "id": 307, "origin_id": -10, "origin_slot": 7, "target_id": 145, "target_slot": 0, "type": "MODEL" }, { "id": 260, "origin_id": 130, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "VIDEO" }, { "id": 326, "origin_id": -10, "origin_slot": 8, "target_id": 129, "target_slot": 0, "type": "INT" }, { "id": 331, "origin_id": -10, "origin_slot": 9, "target_id": 136, "target_slot": 3, "type": "IMAGE" }, { "id": 332, "origin_id": -10, "origin_slot": 10, "target_id": 136, "target_slot": 7, "type": "AUDIO" }, { "id": 343, "origin_id": 163, "origin_slot": 0, "target_id": 126, "target_slot": 0, "type": "MODEL" }, { "id": 344, "origin_id": 163, "origin_slot": 0, "target_id": 153, "target_slot": 0, "type": "MODEL" }, { "id": 346, "origin_id": 167, "origin_slot": 0, "target_id": 163, "target_slot": 0, "type": "MODEL" }, { "id": 347, "origin_id": 145, "origin_slot": 0, "target_id": 168, "target_slot": 0, "type": "MODEL" }, { "id": 350, "origin_id": 166, "origin_slot": 0, "target_id": 125, "target_slot": 2, "type": "SAMPLER" }, { "id": 385, "origin_id": 168, "origin_slot": 0, "target_id": 167, "target_slot": 0, "type": "MODEL" } ], "extra": { "ue_links": [], "links_added_by_ue": [] } }, { "id": "4ac2f117-1631-4db7-b34f-6bccb33ba68f", "version": 1, "state": { "lastGroupId": 5, "lastNodeId": 194, "lastLinkId": 386, "lastRerouteId": 0 }, "revision": 0, "config": {}, "name": "Stage 2 - continue from the tail", "inputNode": { "id": -10, "bounding": [ -938, 5005.57, 246.4, 288 ] }, "outputNode": { "id": -20, "bounding": [ 1120, 5075.57, 128, 68 ] }, "inputs": [ { "id": "bf61142c-c80a-4a33-9203-1c7d8481849b", "name": "clip", "type": "CLIP", "linkIds": [ 308 ], "localized_name": "clip", "pos": [ -715.6, 5029.57 ] }, { "id": "e7b0505f-e85e-463e-8938-312c1650c4e1", "name": "vae", "type": "VAE", "linkIds": [ 310, 309 ], "localized_name": "vae", "pos": [ -715.6, 5049.57 ] }, { "id": "46ab657a-fabf-4998-8810-2b506916aee1", "name": "audio_vae", "type": "VAE", "linkIds": [ 312, 311 ], "localized_name": "audio_vae", "pos": [ -715.6, 5069.57 ] }, { "id": "31202f94-91a7-4787-8fad-c1c11c3f5815", "name": "prompt", "type": "STRING", "linkIds": [ 279 ], "localized_name": "prompt", "pos": [ -715.6, 5089.57 ] }, { "id": "cf4fbe39-52ea-4d93-be07-07dd54d93506", "name": "width", "type": "INT", "linkIds": [ 276 ], "localized_name": "width", "pos": [ -715.6, 5109.57 ] }, { "id": "9fe72685-2f6d-4420-813f-c6b02b9a647d", "name": "height", "type": "INT", "linkIds": [ 277 ], "localized_name": "height", "pos": [ -715.6, 5129.57 ] }, { "id": "15cad61f-4f9c-4cb1-97ee-26e87bba7b51", "name": "length", "type": "INT", "linkIds": [ 275 ], "localized_name": "length", "pos": [ -715.6, 5149.57 ] }, { "id": "58216972-ab99-41bc-bc52-35753867f4fb", "name": "model", "type": "MODEL", "linkIds": [ 307 ], "localized_name": "model", "pos": [ -715.6, 5169.57 ] }, { "id": "3279b969-87d6-4003-b32d-769dea61625b", "name": "noise_seed", "type": "INT", "linkIds": [ 326 ], "pos": [ -715.6, 5189.57 ] }, { "id": "b71e0e9a-e105-409d-8cea-c56a9b4af355", "name": "ref_videos.ref_video_0", "type": "IMAGE", "linkIds": [ 370 ], "pos": [ -715.6, 5209.57 ] }, { "id": "f83c5d31-f79c-44d9-86cd-397f9e062f03", "name": "ref_video_audios.ref_video_audio_0", "type": "AUDIO", "linkIds": [ 372 ], "pos": [ -715.6, 5229.57 ] }, { "id": "5d0b04e2-5ece-452e-b281-6624f95fc58d", "name": "ref_images.ref_image_0", "type": "IMAGE", "linkIds": [ 379 ], "pos": [ -715.6, 5249.57 ] } ], "outputs": [ { "id": "11625b3d-82cd-422a-a295-815358f5673a", "name": "VIDEO", "type": "VIDEO", "linkIds": [ 260 ], "localized_name": "VIDEO", "pos": [ 1144, 5099.57 ] } ], "widgets": [], "nodes": [ { "id": 170, "type": "MiniMaxH3ReferenceToVideo", "pos": [ -640.93, 5210.84 ], "size": [ 410, 393.97 ], "flags": {}, "order": 1, "mode": 0, "inputs": [ { "localized_name": "clip", "name": "clip", "type": "CLIP", "link": 308 }, { "localized_name": "vae", "name": "vae", "type": "VAE", "link": 310 }, { "localized_name": "audio_vae", "name": "audio_vae", "type": "VAE", "link": 312 }, { "label": "ref_image_0", "localized_name": "ref_images.ref_image_0", "name": "ref_images.ref_image_0", "shape": 7, "type": "IMAGE", "link": 379 }, { "label": "ref_image_1", "localized_name": "ref_images.ref_image_1", "name": "ref_images.ref_image_1", "shape": 7, "type": "IMAGE", "link": null }, { "label": "ref_video_0", "localized_name": "ref_videos.ref_video_0", "name": "ref_videos.ref_video_0", "shape": 7, "type": "IMAGE", "link": 370 }, { "label": "ref_video_1", "localized_name": "ref_videos.ref_video_1", "name": "ref_videos.ref_video_1", "shape": 7, "type": "IMAGE", "link": null }, { "label": "ref_video_audio_0", "localized_name": "ref_video_audios.ref_video_audio_0", "name": "ref_video_audios.ref_video_audio_0", "shape": 7, "type": "AUDIO", "link": 372 }, { "label": "ref_video_audio_1", "localized_name": "ref_video_audios.ref_video_audio_1", "name": "ref_video_audios.ref_video_audio_1", "shape": 7, "type": "AUDIO", "link": null }, { "label": "ref_audio_0", "localized_name": "ref_audios.ref_audio_0", "name": "ref_audios.ref_audio_0", "shape": 7, "type": "AUDIO", "link": null }, { "localized_name": "prompt", "name": "prompt", "type": "STRING", "widget": { "name": "prompt" }, "link": 279 }, { "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 276 }, { "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 277 }, { "localized_name": "length", "name": "length", "type": "INT", "widget": { "name": "length" }, "link": 275 } ], "outputs": [ { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "links": [ 270 ] }, { "localized_name": "LATENT", "name": "LATENT", "type": "LATENT", "links": [ 271 ] } ], "properties": { "Node name for S&R": "MiniMaxH3ReferenceToVideo", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "", 1344, 768, 124, "match" ], "widgets_values_named": { "prompt": "", "width": 1344, "height": 768, "length": 124, "ref_image_size": "match" } }, { "id": 171, "type": "VAEDecodeAudio", "pos": [ 480, 5180 ], "size": [ 230, 60 ], "flags": { "collapsed": false }, "order": 2, "mode": 0, "inputs": [ { "localized_name": "samples", "name": "samples", "type": "LATENT", "link": 281 }, { "localized_name": "vae", "name": "vae", "type": "VAE", "link": 311 } ], "outputs": [ { "localized_name": "AUDIO", "name": "AUDIO", "type": "AUDIO", "links": [ 259 ] } ], "properties": { "Node name for S&R": "VAEDecodeAudio", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } } }, { "id": 172, "type": "VAEDecode", "pos": [ 479.17, 5060 ], "size": [ 230, 60 ], "flags": { "collapsed": false }, "order": 3, "mode": 0, "inputs": [ { "localized_name": "samples", "name": "samples", "type": "LATENT", "link": 280 }, { "localized_name": "vae", "name": "vae", "type": "VAE", "link": 309 } ], "outputs": [ { "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "links": [ 258 ] } ], "properties": { "Node name for S&R": "VAEDecode", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } } }, { "id": 173, "type": "BasicGuider", "pos": [ -303.75, 5025.86 ], "size": [ 360, 60 ], "flags": {}, "order": 4, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 343 }, { "localized_name": "conditioning", "name": "conditioning", "type": "CONDITIONING", "link": 270 } ], "outputs": [ { "localized_name": "GUIDER", "name": "GUIDER", "type": "GUIDER", "links": [ 254 ] } ], "properties": { "Node name for S&R": "BasicGuider", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } } }, { "id": 174, "type": "CreateVideo", "pos": [ 790, 5090 ], "size": [ 270, 126 ], "flags": {}, "order": 5, "mode": 0, "inputs": [ { "localized_name": "images", "name": "images", "type": "IMAGE", "link": 258 }, { "localized_name": "audio", "name": "audio", "shape": 7, "type": "AUDIO", "link": 259 } ], "outputs": [ { "localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO", "links": [ 260 ] } ], "properties": { "Node name for S&R": "CreateVideo", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ 24, 8, "sRGB" ], "widgets_values_named": { "fps": 24, "bit_depth": 8, "color_space": "sRGB" } }, { "id": 175, "type": "SamplerCustomAdvanced", "pos": [ 150, 5110 ], "size": [ 230, 361.95 ], "flags": {}, "order": 6, "mode": 0, "inputs": [ { "localized_name": "noise", "name": "noise", "type": "NOISE", "link": 253 }, { "localized_name": "guider", "name": "guider", "type": "GUIDER", "link": 254 }, { "localized_name": "sampler", "name": "sampler", "type": "SAMPLER", "link": 350 }, { "localized_name": "sigmas", "name": "sigmas", "type": "SIGMAS", "link": 301 }, { "localized_name": "latent_image", "name": "latent_image", "type": "LATENT", "link": 271 } ], "outputs": [ { "localized_name": "output", "name": "output", "type": "LATENT", "links": [ 280, 281 ] }, { "localized_name": "denoised_output", "name": "denoised_output", "type": "LATENT", "links": [] } ], "properties": { "Node name for S&R": "SamplerCustomAdvanced", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } } }, { "id": 176, "type": "RandomNoise", "pos": [ -297.03, 4836.59 ], "size": [ 360, 90 ], "flags": {}, "order": 7, "mode": 0, "inputs": [ { "localized_name": "noise_seed", "name": "noise_seed", "type": "INT", "widget": { "name": "noise_seed" }, "link": 326 } ], "outputs": [ { "localized_name": "NOISE", "name": "NOISE", "type": "NOISE", "links": [ 253 ] } ], "properties": { "Node name for S&R": "RandomNoise", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ 0, "fixed" ], "widgets_values_named": { "noise_seed": 0, "control_after_generate": "fixed" } }, { "id": 177, "type": "BasicScheduler", "pos": [ -192.65, 5260.05 ], "size": [ 270, 117.97 ], "flags": {}, "order": 8, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 344 } ], "outputs": [ { "localized_name": "SIGMAS", "name": "SIGMAS", "type": "SIGMAS", "links": [ 301 ] } ], "properties": { "Node name for S&R": "BasicScheduler", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "simple", 10, 1 ], "widgets_values_named": { "scheduler": "simple", "steps": 10, "denoise": 1 } }, { "id": 178, "type": "PathchSageAttentionKJ", "pos": [ -1710.58, 4521.06 ], "size": [ 270, 113.97 ], "flags": {}, "order": 9, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 307 } ], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "links": [ 347 ] } ], "properties": { "Node name for S&R": "PathchSageAttentionKJ", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "sageattn_qk_int8_pv_fp8_cuda++", true ], "widgets_values_named": { "sage_attention": "sageattn_qk_int8_pv_fp8_cuda++", "allow_compile": true } }, { "id": 179, "type": "MiniMaxH3SigmaShift", "pos": [ -288.3, 4652.14 ], "size": [ 270, 89.97 ], "flags": { "collapsed": false }, "order": 10, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 346 } ], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "links": [ 343, 344 ] } ], "properties": { "Node name for S&R": "MiniMaxH3SigmaShift", "cnr_id": "comfy-core", "ver": "0.30.0", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ 12, 6 ], "widgets_values_named": { "shift_video": 12, "shift_audio": 6 } }, { "id": 180, "type": "KSamplerSelect", "pos": [ -215.57, 5143.1 ], "size": [ 270, 61.98 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "localized_name": "SAMPLER", "name": "SAMPLER", "type": "SAMPLER", "links": [ 350 ] } ], "properties": { "Node name for S&R": "KSamplerSelect", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } }, "widgets_values": [ "res_multistep" ], "widgets_values_named": { "sampler_name": "res_multistep" } }, { "id": 181, "type": "SpectrumApplyMiniMaxH3", "pos": [ -684.63, 4535.76 ], "size": [ 330.67, 634 ], "flags": {}, "order": 11, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 386 } ], "outputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "links": [ 346 ] } ], "properties": { "Node name for S&R": "SpectrumApplyMiniMaxH3" }, "widgets_values": [ true, 0.5, 4, 0.1, 2, 0.75, 5, 1, 8, false, "system_ram", true, false, false, true, 0, "system_ram", "off", 0.65, false, false, "coordinate_rls", "hard_clip", 0.4, "no_attenuation" ], "widgets_values_named": { "enabled": true, "blend_weight": 0.5, "degree": 4, "ridge_lambda": 0.1, "window_size": 2, "flex_window": 0.75, "warmup_steps": 5, "tail_actual_steps": 1, "max_history": 8, "debug": false, "history_storage": "system_ram", "bootstrap_first_forecast": true, "anchor_residual_feedback": false, "selective_rollback_correction": false, "offline_smoothing_replay": true, "audio_blend_weight": 0, "offline_archive_storage": "system_ram", "model_aware_mode": "off", "model_aware_risk_threshold": 0.65, "model_aware_trust_shrinkage": false, "model_aware_replay_generic_correction": false, "generic_correction_mode": "coordinate_rls", "generic_correction_limiter": "hard_clip", "generic_correction_limit": 0.4, "generic_correction_attenuation": "no_attenuation" } }, { "id": 182, "type": "MiniMaxH3MemoryEfficientSageAttentionPatch", "pos": [ -1341.88, 4501.35 ], "size": [ 320.32, 57.98 ], "flags": {}, "order": 12, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 347 } ], "outputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "links": [ 386 ] } ], "properties": { "Node name for S&R": "MiniMaxH3MemoryEfficientSageAttentionPatch", "ue_properties": { "widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {} } } } ], "groups": [], "links": [ { "id": 281, "origin_id": 175, "origin_slot": 0, "target_id": 171, "target_slot": 0, "type": "LATENT" }, { "id": 280, "origin_id": 175, "origin_slot": 0, "target_id": 172, "target_slot": 0, "type": "LATENT" }, { "id": 270, "origin_id": 170, "origin_slot": 0, "target_id": 173, "target_slot": 1, "type": "CONDITIONING" }, { "id": 258, "origin_id": 172, "origin_slot": 0, "target_id": 174, "target_slot": 0, "type": "IMAGE" }, { "id": 259, "origin_id": 171, "origin_slot": 0, "target_id": 174, "target_slot": 1, "type": "AUDIO" }, { "id": 253, "origin_id": 176, "origin_slot": 0, "target_id": 175, "target_slot": 0, "type": "NOISE" }, { "id": 254, "origin_id": 173, "origin_slot": 0, "target_id": 175, "target_slot": 1, "type": "GUIDER" }, { "id": 301, "origin_id": 177, "origin_slot": 0, "target_id": 175, "target_slot": 3, "type": "SIGMAS" }, { "id": 271, "origin_id": 170, "origin_slot": 1, "target_id": 175, "target_slot": 4, "type": "LATENT" }, { "id": 308, "origin_id": -10, "origin_slot": 0, "target_id": 170, "target_slot": 0, "type": "CLIP" }, { "id": 310, "origin_id": -10, "origin_slot": 1, "target_id": 170, "target_slot": 1, "type": "VAE" }, { "id": 309, "origin_id": -10, "origin_slot": 1, "target_id": 172, "target_slot": 1, "type": "VAE" }, { "id": 312, "origin_id": -10, "origin_slot": 2, "target_id": 170, "target_slot": 2, "type": "VAE" }, { "id": 311, "origin_id": -10, "origin_slot": 2, "target_id": 171, "target_slot": 1, "type": "VAE" }, { "id": 279, "origin_id": -10, "origin_slot": 3, "target_id": 170, "target_slot": 10, "type": "STRING" }, { "id": 276, "origin_id": -10, "origin_slot": 4, "target_id": 170, "target_slot": 11, "type": "INT" }, { "id": 277, "origin_id": -10, "origin_slot": 5, "target_id": 170, "target_slot": 12, "type": "INT" }, { "id": 275, "origin_id": -10, "origin_slot": 6, "target_id": 170, "target_slot": 13, "type": "INT" }, { "id": 307, "origin_id": -10, "origin_slot": 7, "target_id": 178, "target_slot": 0, "type": "MODEL" }, { "id": 260, "origin_id": 174, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "VIDEO" }, { "id": 326, "origin_id": -10, "origin_slot": 8, "target_id": 176, "target_slot": 0, "type": "INT" }, { "id": 343, "origin_id": 179, "origin_slot": 0, "target_id": 173, "target_slot": 0, "type": "MODEL" }, { "id": 344, "origin_id": 179, "origin_slot": 0, "target_id": 177, "target_slot": 0, "type": "MODEL" }, { "id": 346, "origin_id": 181, "origin_slot": 0, "target_id": 179, "target_slot": 0, "type": "MODEL" }, { "id": 347, "origin_id": 178, "origin_slot": 0, "target_id": 182, "target_slot": 0, "type": "MODEL" }, { "id": 350, "origin_id": 180, "origin_slot": 0, "target_id": 175, "target_slot": 2, "type": "SAMPLER" }, { "id": 370, "origin_id": -10, "origin_slot": 9, "target_id": 170, "target_slot": 5, "type": "IMAGE" }, { "id": 372, "origin_id": -10, "origin_slot": 10, "target_id": 170, "target_slot": 7, "type": "AUDIO" }, { "id": 379, "origin_id": -10, "origin_slot": 11, "target_id": 170, "target_slot": 3, "type": "IMAGE" }, { "id": 386, "origin_id": 182, "origin_slot": 0, "target_id": 181, "target_slot": 0, "type": "MODEL" } ], "extra": { "ue_links": [], "links_added_by_ue": [] } } ] }, "config": {}, "extra": { "frontendVersion": "1.49.6", "VHS_latentpreview": false, "VHS_latentpreviewrate": 0, "VHS_MetadataImage": true, "VHS_KeepIntermediate": true, "ue_links": [], "links_added_by_ue": [], "ds": { "scale": 0.35, "offset": [ 2060, -3130 ] } }, "version": 0.4 }