noembryo · September 29, 2026 09:35
diff --git a/Endless MiniMax H3 (with Endless LipSync)_1.5.json b/Endless MiniMax H3 (with Endless LipSync)_1.5.json
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"input_ue_unconnectable": {}, "version": "7.7"}, "previewExposures": []}, "widgets_values": ["qwen3vl_32b_heretic_minimax_h3_nvfp4.safetensors", "minimax_h3_video_vae_int8_convrot.safetensors", "minimax_h3_audio_vae_fp32.safetensors"], "color": "#222", "bgcolor": "#000"}, {"id": 925, "type": "SetNode", "pos": [-1896, 5664], "size": [212, 60], "flags": {"collapsed": true}, "order": 158, "mode": 0, "inputs": [{"name": "IMAGE", "type": "IMAGE", "link": 1591}], "outputs": [{"name": "IMAGE", "type": "IMAGE", "links": null}], "title": "Set_Images Fin Ext", "properties": {"Node name for S&R": "SetNode", "aux_id": "kijai/ComfyUI-KJNodes", "previousName": "Images Fin Ext", "ue_properties": {"widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {}}}, "widgets_values": ["Images Fin Ext"], "color": "#2a363b", "bgcolor": "#3f5159"}, {"id": 1039, "type": "Load Image (from path) -noEmbryo", "pos": [240, 4796], "size": [288, 344], "flags": {"collapsed": false}, "order": 54, "mode": 4, "inputs": [{"localized_name": "width", "name": "width", "shape": 7, "type": "INT", "link": null}, {"localized_name": "height", "name": "height", "shape": 7, "type": "INT", "link": null}, {"localized_name": "image", "name": "image", "type": "STRING", "widget": {"name": "image"}, "link": null}, {"localized_name": "crop", "name": "crop", "type": "STRING", "widget": {"name": "crop"}, "link": null}, {"localized_name": "max_megapixels", "name": "max_megapixels", "type": "FLOAT", "widget": {"name": "max_megapixels"}, "link": null}], "outputs": [{"localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "links": [1758]}, {"localized_name": "MASK", "name": "MASK", "type": "MASK", "links": null}, {"localized_name": "path", "name": "path", "type": "STRING", "links": null}], "properties": {"Node name for S&R": "Load Image (from path) -noEmbryo", "cnr_id": "comfyui-noembryo", "ver": "85a972a823ded31cab010d1afa0a6ff88397e3fb", "ue_properties": {"widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.7"}}, "widgets_values": ["", null, null, null]}, {"id": 896, "type": "easy bookmark", "pos": [-1008, 5204], "size": [212, 84], "flags": {"collapsed": true}, "order": 55, "mode": 0, "inputs": [], "outputs": [], "title": "\ud83d\udd16 1", "properties": {"ue_properties": {"widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {}}}, "widgets_values": ["1", 0.8]}, {"id": 895, "type": "easy bookmark", "pos": [-1784, 5048], "size": [212, 84], "flags": {"collapsed": true}, "order": 56, "mode": 0, "inputs": [], "outputs": [], "title": "\ud83d\udd16 2", "properties": {"ue_properties": {"widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {}}}, "widgets_values": ["2", 1]}, {"id": 159, "type": "Fast Groups Bypasser (rgthree)", "pos": [-1024, 5188], "size": [348, 202], "flags": {"collapsed": false}, "order": 57, "mode": 0, "inputs": [], "outputs": [{"name": "OPT_CONNECTION", "type": "*", "links": null}], "title": "OPTIMIZATIONS", "properties": {"matchColors": "#999999", "matchTitle": "", "showNav": false, "showAllGraphs": true, "sort": "alphanumeric", "customSortAlphabet": "", "toggleRestriction": "default", "ue_properties": {"widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.8"}}, "color": "#781414", "bgcolor": "#640000"}, {"id": 1261, "type": "PlaySoundKJ", "pos": [840, 6064], "size": [270, 150], "flags": {"collapsed": true}, "order": 167, "mode": 0, "inputs": [{"localized_name": "any_input", "name": "any_input", "shape": 7, "type": "*", "link": 2048}, {"localized_name": "audio", "name": "audio", "shape": 7, "type": "AUDIO", "link": 2047}, {"localized_name": "audio_path", "name": "audio_path", "type": "STRING", "widget": {"name": "audio_path"}, "link": null}, {"localized_name": "mode", "name": "mode", "type": "COMBO", "widget": {"name": "mode"}, "link": null}, {"localized_name": "volume", "name": "volume", "type": "FLOAT", "widget": {"name": "volume"}, "link": null}, {"localized_name": "duration", "name": "duration", "type": "FLOAT", "widget": {"name": "duration"}, "link": null}], "outputs": [{"localized_name": "any_output", "name": "any_output", "type": "*", "links": null}], "properties": {"Node name for S&R": "PlaySoundKJ", "cnr_id": "comfyui-kjnodes", "ver": "6ab7e8130e449ed2c0037589bcf84146ceb7fc9c", "ue_properties": {"widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.7"}}, "widgets_values": ["", "always", 1, 5]}, {"id": 1262, "type": "VHS_LoadAudio", "pos": [648, 6064], "size": [234.3232421875, 180], "flags": {"collapsed": true}, "order": 58, "mode": 0, "inputs": [{"localized_name": "audio_file", "name": "audio_file", "type": "STRING", "widget": {"name": "audio_file"}, "link": null}, {"localized_name": "seek_seconds", "name": "seek_seconds", "shape": 7, "type": "FLOAT", "widget": {"name": "seek_seconds"}, "link": null}, {"localized_name": "duration", "name": "duration", "shape": 7, "type": "FLOAT", "widget": {"name": "duration"}, "link": null}], "outputs": [{"localized_name": "audio", "name": "audio", "type": "AUDIO", "links": [2047]}, {"localized_name": "duration", "name": "duration", "type": "FLOAT", "links": null}], "properties": {"Node name for S&R": "VHS_LoadAudio", "cnr_id": "comfyui-videohelpersuite", "ver": "4ee72c065db22c9d96c2427954dc69e7b908444b", "ue_properties": {"widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.7"}}, "widgets_values": {"audio_file": "C:\\Windows\\Media\\Windows Background.wav", "seek_seconds": 0, "duration": 0, "audiopreview": {"params": {"start_time": 0, "duration": 0, "filename": "C:\\Windows\\Media\\Windows Background.wav", "type": "path"}}}}, {"id": 117, "type": "MarkdownNote", "pos": [-2636, 4872], "size": [612, 468], "flags": {"collapsed": false}, "order": 59, "mode": 0, "inputs": [], "outputs": [], "title": "Note: Model Links", "properties": {"ue_properties": {"widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {}}}, "widgets_values": ["## Model Links\n\n**diffusion_models**\n\n- [minimax_h3_fl2va_pruned_w4a8_mixed.safetensors](https://huggingface.co/Kijai/MiniMax-H3-experimental/resolve/main/minimax_h3_fl2va_pruned_w4a8_mixed.safetensors)\n- [minimax_h3_ref2va_pruned_w4a8_mixed.safetensors](https://huggingface.co/Kijai/MiniMax-H3-experimental/resolve/a3e7d8da4ae7ba8df0779094cf5ab9d6ee855fe4/minimax_h3_ref2va_pruned_w4a8_mixed.safetensors)\n\n**loras**\n\n- [minimax_h3_fl2v_turbo_8step_v1.0_comfyui_resized_avg_rank_21_bf16](https://huggingface.co/drbaph/MiniMax-H3-Turbo-Lora-ComfyUI/resolve/main/minimax_h3_fl2v_turbo_8step_v1.0_comfyui_resized_avg_rank_21_bf16.safetensors)\n- [minimax_h3_ref_lora_layer20-49adaln_proj_rank_256_bf16](https://huggingface.co/morisoba/ComfyUI_extracted_lora/resolve/main/minimax-h3/minimax_h3_ref_lora_layer20-49adaln_proj_rank_256_bf16.safetensors?download=true)\n\n**text_encoders**\n\n- [qwen3vl_32b_heretic_minimax_h3_nvfp4.safetensors](https://huggingface.co/sakamakismile/Qwen3-VL-32B-Heretic-MiniMax-H3-NVFP4/resolve/main/qwen3vl_32b_heretic_minimax_h3_nvfp4.safetensors)\n\n**vae**\n\n- [minimax_h3_video_vae_int8_convrot.safetensors](https://huggingface.co/Kijai/MiniMax-H3-experimental/resolve/main/minimax_h3_video_vae_int8_convrot.safetensors)\n- [minimax_h3_audio_vae_fp32.safetensors](https://huggingface.co/Comfy-Org/MiniMax-H3/resolve/main/vae/minimax_h3_audio_vae_fp32.safetensors)\n\n\n## Model Storage Location\n\n```\n\ud83d\udcc2 ComfyUI/\n\u251c\u2500\u2500 \ud83d\udcc2 models/\n\u2502   \u251c\u2500\u2500 \ud83d\udcc2 diffusion_models/\n\u2502   \u2502   \u251c\u2500\u2500 minimax_h3_fl2va_pruned_w4a8_mixed.safetensors\n\u2502   \u2502   \u2514\u2500\u2500 minimax_h3_ref2va_pruned_w4a8_mixed.safetensors\n\u2502   \u251c\u2500\u2500 \ud83d\udcc2 loras/\n\u2502   \u2502   \u251c\u2500\u2500 minimax_h3_fl2v_turbo_8step_v1.0_comfyui_resized_avg_rank_21_bf16.safetensors\n\u2502   \u2502   \u2514\u2500\u2500 minimax_h3_ref_lora_layer20-49adaln_proj_rank_256_bf16.safetensors\n\u2502   \u251c\u2500\u2500 \ud83d\udcc2 text_encoders/\n\u2502   \u2502   \u2514\u2500\u2500 qwen3vl_32b_heretic_minimax_h3_nvfp4.safetensors\n\u2502   \u251c\u2500\u2500 \ud83d\udcc2 vae/\n\u2502   \u2502   \u251c\u2500\u2500 minimax_h3_video_vae_int8_convrot.safetensors\n\u2502   \u2502   \u2514\u2500\u2500 minimax_h3_audio_vae_fp32.safetensors\n```\n\n"], "color": "#222", "bgcolor": "#000"}, {"id": 1273, "type": "easy showAnything", "pos": [-500, 6132], "size": [376, 212], "flags": {"collapsed": true}, "order": 154, "mode": 4, "inputs": [{"localized_name": "anything", "name": "anything", "shape": 7, "type": "*", "link": 2057}], "outputs": [{"localized_name": "output", "name": "output", "type": "*", "links": []}], "title": "Report", "properties": {"Node name for S&R": "easy showAnything", "cnr_id": "comfyui-easy-use", "ver": "1.3.6", "ue_properties": {"widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {}}}, "widgets_values": ["H3 clip purge in E:\\AI\\StabilityMatrix\\Data\\Packages\\ComfyUI2\\output\\h3_context:\n  FAILED to delete clip_00001.safetensors: [WinError 5] Access is denied: 'E:\\\\AI\\\\StabilityMatrix\\\\Data\\\\Packages\\\\ComfyUI2\\\\output\\\\h3_context\\\\clip_00001.safetensors'\n  deleted: clip_00002.safetensors (11.7 MiB)\nTOTAL: deleted 1 file(s), freed 11.7 MiB"]}, {"id": 1274, "type": "GetNode", "pos": [-1456, 5052], "size": [210, 50], "flags": {"collapsed": true}, "order": 60, "mode": 0, "inputs": [], "outputs": [{"name": "IMAGE", "type": "IMAGE", "links": [2058]}], "title": "Get_Ref Image5", "properties": {"Node name for S&R": "GetNode", "aux_id": "kijai/ComfyUI-KJNodes", "ue_properties": {"widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {}}}, "widgets_values": ["Ref Image5"], "color": "#2a363b", "bgcolor": "#3f5159"}, {"id": 767, "type": "GetNode", "pos": [-1456, 5084], "size": [212, 60], "flags": {"collapsed": true}, "order": 61, "mode": 0, "inputs": [], "outputs": [{"name": "IMAGE", "type": "IMAGE", "links": [1385, 1500]}], "title": "Get_Ref Video1", "properties": {"Node name for S&R": "GetNode", "aux_id": "kijai/ComfyUI-KJNodes", "ue_properties": {"widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {}}}, "widgets_values": ["Ref Video1"], "color": "#2a363b", "bgcolor": "#3f5159"}, {"id": 772, "type": "GetNode", "pos": [-1456, 5116], "size": [212, 36], "flags": {"collapsed": true}, "order": 62, "mode": 0, "inputs": [], "outputs": [{"name": "AUDIO", "type": "AUDIO", "links": [1501]}], "title": "Get_Ref Audio1", "properties": {"Node name for S&R": "GetNode", "aux_id": "kijai/ComfyUI-KJNodes", "ue_properties": {"widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {}}}, "widgets_values": ["Ref Audio1"]}, {"id": 716, "type": "GetNode", "pos": [-1456, 5212], "size": [212, 52], "flags": {"collapsed": true}, "order": 63, "mode": 0, "inputs": [], "outputs": [{"name": "INT", "type": "INT", "links": [1503]}], "title": "Get_Width", "properties": {"Node name for S&R": "GetNode", "aux_id": "kijai/ComfyUI-KJNodes", "ue_properties": {"widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {}}}, "widgets_values": ["Width"], "color": "#1b4669", "bgcolor": "#29699c"}, {"id": 718, "type": "GetNode", "pos": [-1456, 5244], "size": [212, 52], "flags": {"collapsed": true}, "order": 64, "mode": 0, "inputs": [], "outputs": [{"name": "INT", "type": "INT", "links": [1504]}], "title": "Get_Height", "properties": {"Node name for S&R": "GetNode", "aux_id": "kijai/ComfyUI-KJNodes", "ue_properties": {"widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {}}}, "widgets_values": ["Height"], "color": "#1b4669", "bgcolor": "#29699c"}, {"id": 719, "type": "GetNode", "pos": [-1456, 5276], "size": [212, 52], "flags": {"collapsed": true}, "order": 65, "mode": 0, "inputs": [], "outputs": [{"name": "INT", "type": "INT", "links": [2041]}], "title": "Get_Length (frames)", "properties": {"Node name for S&R": "GetNode", "aux_id": "kijai/ComfyUI-KJNodes", "ue_properties": {"widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {}}}, "widgets_values": ["Length (frames)"], "color": "#1b4669", "bgcolor": "#29699c"}, {"id": 864, "type": "MiniMaxH3ReferenceToVideo", "pos": [-1456, 4796], "size": [416, 484], "flags": {"collapsed": false}, "order": 115, "mode": 0, "inputs": [{"localized_name": "clip", "name": "clip", "type": "CLIP", "link": 1493}, {"localized_name": "vae", "name": "vae", "shape": 7, "type": "VAE", "link": 1774}, {"localized_name": "audio_vae", "name": "audio_vae", "shape": 7, "type": "VAE", "link": 1495}, {"label": "ref_image_0", "localized_name": "ref_images.ref_image_0", "name": "ref_images.ref_image_0", "shape": 7, "type": "IMAGE", "link": 1496}, {"label": "ref_image_1", "localized_name": "ref_images.ref_image_1", "name": "ref_images.ref_image_1", "shape": 7, "type": "IMAGE", "link": 1497}, {"label": "ref_image_2", "localized_name": "ref_images.ref_image_2", "name": "ref_images.ref_image_2", "shape": 7, "type": "IMAGE", "link": 1498}, {"label": "ref_image_3", "localized_name": "ref_images.ref_image_3", "name": "ref_images.ref_image_3", "shape": 7, "type": "IMAGE", "link": 1499}, {"label": "ref_image_4", "localized_name": "ref_images.ref_image_4", "name": "ref_images.ref_image_4", "shape": 7, "type": "IMAGE", "link": 2058}, {"label": "ref_image_5", "localized_name": "ref_images.ref_image_5", "name": "ref_images.ref_image_5", "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": 1500}, {"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": 1801}, {"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": 1501}, {"label": "ref_audio_1", "localized_name": "ref_audios.ref_audio_1", "name": "ref_audios.ref_audio_1", "shape": 7, "type": "AUDIO", "link": 1512}, {"label": "ref_audio_2", "localized_name": "ref_audios.ref_audio_2", "name": "ref_audios.ref_audio_2", "shape": 7, "type": "AUDIO", "link": null}, {"localized_name": "prompt", "name": "prompt", "type": "STRING", "widget": {"name": "prompt"}, "link": 1502}, {"localized_name": "width", "name": "width", "type": "INT", "widget": {"name": "width"}, "link": 1503}, {"localized_name": "height", "name": "height", "type": "INT", "widget": {"name": "height"}, "link": 1504}, {"localized_name": "length", "name": "length", "type": "INT", "widget": {"name": "length"}, "link": 2041}, {"localized_name": "ref_image_size", "name": "ref_image_size", "type": "COMBO", "widget": {"name": "ref_image_size"}, "link": null}], "outputs": [{"localized_name": "positive", "name": "positive", "type": "CONDITIONING", "links": [1506]}, {"localized_name": "LATENT", "name": "LATENT", "type": "LATENT", "links": [1507]}], "properties": {"Node name for S&R": "MiniMaxH3ReferenceToVideo", "cnr_id": "comfy-core", "ver": "0.30.0", "ue_properties": {"widget_ue_connectable": {"prompt": true, "width": true, "height": true, "length": true}, "version": "7.8", "input_ue_unconnectable": {}}}, "widgets_values": ["", 1344, 768, 124, "max"], "color": "#233", "bgcolor": "#355"}, {"id": 1278, "type": "SetNode", "pos": [292, 5548], "size": [210, 34], "flags": {"collapsed": true}, "order": 135, "mode": 0, "inputs": [{"name": "STRING", "type": "STRING", "link": 2070}], "outputs": [{"name": "STRING", "type": "STRING", "links": null}], "title": "Set_Context Folder", "properties": {"Node name for S&R": "SetNode", "aux_id": "kijai/ComfyUI-KJNodes", "previousName": "Context Folder", "ue_properties": {"widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {}}}, "widgets_values": ["Context Folder"]}, {"id": 1283, "type": "GetNode", "pos": [296, 5900], "size": [210, 58], "flags": {"collapsed": true}, "order": 66, "mode": 4, "inputs": [], "outputs": [{"name": "STRING", "type": "STRING", "links": [2064]}], "title": "Get_Context Folder", "properties": {"Node name for S&R": "GetNode", "aux_id": "kijai/ComfyUI-KJNodes", "ue_properties": {"widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {}}}, "widgets_values": ["Context Folder"]}, {"id": 1281, "type": "GetNode", "pos": [648, 5760], "size": [210, 60], "flags": {"collapsed": true}, "order": 67, 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ITEMS", "properties": {"matchColors": "Yellow", "matchTitle": "", "showNav": true, "showAllGraphs": true, "sort": "custom alphabet", "customSortAlphabet": "p", "toggleRestriction": "default", "ue_properties": {"widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.8"}}, "color": "#781414", "bgcolor": "#640000"}, {"id": 1271, "type": "MarkdownNote", "pos": [-2632, 5428], "size": [704, 704], "flags": {"collapsed": false}, "order": 89, "mode": 0, "inputs": [], "outputs": [], "title": "WORKFLOW INFORMATION", "properties": {"ue_properties": {"widget_ue_connectable": {}, "version": "7.8", "input_ue_unconnectable": {}}}, "widgets_values": ["## [Endless MiniMax H3 (with Endless LipSync) v1.5](https://civitai.red/models/2909076/endless-minimax-h3-with-endless-lipsync)\n\nWhen MiniMax H3 came out, I was badly missing the [Endless Wan 2.2 I2V (SVI 2 Pro)](https://civitai.red/models/2701632/endless-wan-22-i2v-svi-2-pro) features, so at first I look at other options, but most of them included an AIO node that could do everything, and I couldn't use most of my workflow, because they did everything inside that huge node.  \nThe only exception to this, was [ComfyUI-H3-Motion-Context](https://github.com/NikoDemon80/ComfyUI-H3-Motion-Context), which I could easily integrate into my setup.  \nIts big shortcoming though, was that it just created single videos. No way to concatenate them without the lossy step of decoding and re-encoding in a video editor.  \nSo, I created a custom node that could do just that, and voila.. \n\n**Endless MiniMax H3 (with Endless LipSync) v1.0**  \nA simple workflow to create MiniMax H3 videos of unlimited duration, using [ComfyUI-H3-Motion-Context](https://github.com/NikoDemon80/ComfyUI-H3-Motion-Context) and [H3 Motion Context Clip Stitcher](https://github.com/noembryo/ComfyUI-noEmbryo#h3-motion-context-clip-stitcher).   \nI can easily create a 1:30 lip-synced video myself, with a RTX 3060 12GB at around 2 hours (with retries).\n\n\n\nIt can use both FL2AV and Ref2AV, and can also create normal MiniMax H3 videos.  \nThe extra parts though, are the saving/loading of the latent from every generation we do, and the stitching of all (or some) of them, whenever we want a full video.  \nNothing visible at the connections, no indication that there were more than one video.  \nNow, with much less degradation for multiple clips with a steady camera.  \nWe can try and re-try every generation, looking for the best one, and then proceed to the next.   \nWe can re-do any previous generation if we like too, but we will not be able to use the clips after it (previous clips are not affected), because they are in a way, \"fused\" with the replaced one.  \n\n#### Version 1.5\n\n- Project name that creates a directory with all project's generations\n- Added Purge all clips group\n- Connected the 5th Ref Image that was disconnected\n- Simplified Audio 1 Forced Multi\n- `Refiner` that fixes (almost completely) the overexposed/over-contrasted clips from `H3 Motion Context`, on a long video without much movement.\n\n### Controls\n\n**The RED nodes** Enable/Disable parts of the workflow.\n\n- **Generation Mode** (select only one)\n\n  - T2V / I2V (FL2VA)\n  - REF2VA\n\n- **Optimizations** (select as many as you want, but only 1 Attention and/or only 1 Cache)  \n  This panel controls the nodes that are inside the `Optimizations/LoRA` subgraph.\n\n- **Reference Items** (select as many as you want)   \n  Special usage for the `<Audio 1> Forced Multi`, more for them later.\n\n- **Setup** (select as many as you want depending on the goal)\n\n  - **Generate** starts a generation. You don't need this if you just stitching clips\n  - **Preview** enables the main video preview that can show you where the generation is going before it finishes, so you can stop bad generations\n  - **Use previous clip**, uses the last part of the previous generation to start the current one, continuing the video.  \n    Enable it if you want the current generation to be stitched with the previous video\n  - **Stitch clips**, stitches all the clips (depending on the Stitcher's settings) from the `h3_context` folder (this is the default folder that the H3 Motion Context node uses to save the latents)\n  - **Stitch last only**, stitches only the last video with the current\n  - **Save Video** just saves the generated video\n  - **Purge all clips**, deletes all clips from the current Project directory\n\n  \n\n**The GREEN nodes** are various settings nodes that must be setup. Apart from the Prompt, Seed and LoRA nodes, the most important are these:\n\n- **Configuration**  \n  It contains all the settings for the video.  \n  The most important setting for the clip stitching, is the **Save to clip Index** number.  \n  This specifies the clip file's number, that the latent of the current generation will be saved to (overwriting any previous existing file).  \n  This number also tells us who is the previous clip file that we use to start our current video clip.\n- **Setup multiple Forced Audio clips**  \n  This is used if we use our own audio for the video, and we want to also stitch many clips together.\n  More about it in the Usage section.\n\n### Usage\n\nMost of the settings are self explanatory (like Optimizations or enabling Reference items).  \nHere, I will just list the main goals of the workflow.\n\nThe first thing to do, is to set the **Project Name** and the other video options at the **Settings**.\n\nThis **Project Name** will be used to save your generated clips and videos in a folder of the same name, under the EndlessMMH3 directory.\n\n- **Create a normal video** \n\n  - Select **Generation Mode**\n\n  - Enable **Generate**, **Preview** and **Save Video**\n\n  - **Save to clip Index** to 1\n\n  - > You get a video and that's it.\n\n- **Create a lip-synced video**\n\n  - Select **Generation Mode**\n\n  - Enable **Generate**, **Preview** and **Save Video**\n\n  - Enable **<Audio 1\\> Forced Multi** and load an audio file (never mind about the settings, except for the `Start offset`)\n\n  - > You get a video that is lip-synced with the provided audio\n\n- **Create an Endless video**\n\n  - **Create a normal video**\n\n  - Enable **Use previous clip**\n\n  - **Save to clip Index** to 2 and generate\n\n  - **Save to clip Index** to 3 and generate\n\n  - **Save to clip Index** to 4 and generate\n\n  - ...\n\n  - > You get many small videos, each one of them starts with the ending of the previous one.  \n    > At a later time, you will use the Stitcher, to stitch them all together to one full video.\n\n- **Create an Endless video, stitched**\n\n  - Enable **Stitch clips**  \n    With every generation, the Stitcher will stitch all the previous clips with the currently generated one.  \n    This way you always get the full video to check.\n\n  - If you also enable **Stitch last only**, only the previous and the current videos are stitched together, so you can check the connection without waiting for the full video to be created. You can always stitch them all together at the end.\n\n  - > You get a full video every time, or just the last 2 videos connected, for previewing the connection.\n\n- **Create an Endless lip-synced video, stitched**\n\n  - **Create an Endless video**\n\n  - Enable **<Audio 1\\> Forced Multi** \n\n  - At the **Setup multiple Forced Audio clips** panel there are some settings.\n\n    - **Start offset**: At the 1st gen, you put here the initial offset that you want for the song (e.g. where the lyrics start).  \n      After every successful generation (when you advance the **Save to clip Index** number), you must copy here the value that is in the `Copy to Next Start offset` box.\n\n    - **Frame offset (ignore if 1st clip)**: Never mind at 1st generation. After every successful generation (when you advance the **Save to clip Index** number), you must copy here the value that is in the `Copy to Next Frame offset` box.\n\n    - **context_length** must be the same value everywhere (here, at the `Motion Context`, and at the `H3 Motion Context Clip Stitcher`). It's the number of common frames the 2 video clips use to blend together.\n\n    - > You get a full lip-synced video every time, or just the last 2 videos connected, depending on the **Stitch clips** and **Stitch last only** settings.\n\n- **Just stitch the clips together**  \n  You just have to enable the **Stitch clips** and the **Save Video**   \n  All (or some of them depending on the settings), of the clips in the `h3_context` folder, will be concatenated to a single full video.\n\n#### **Notes**:\n\n- All generated clips that need to be stitched, must have the same dimensions.\n- You can organize past generations inside `EndlessMMH3` folder, using the Project Name to create the directories.  \n- **context_length** must have the same value everywhere: at the `Motion Context`,  at the `H3 Motion Context Clip Stitcher` and at the `Setup multiple Forced Audio clips` (if you are using it).  \n  It can can have only the values of 5, 22, 39, and 56.\n- You can stitch together clips that are generated from either **fl2va** or **ref2va**.\n- In this workflow, I don't use the normal **ref2va** model in the `Reference to Video` node, but rather the **fl2va** with the `ref_lora_layer20-49adaln` LoRA that has better quality.  \n  You can check some LoRAs with different weights [here](https://huggingface.co/morisoba/ComfyUI_extracted_lora/tree/main/minimax-h3), or totally bypass the LoRA and use the normal ref2va model.\n\n#### Models used:\n\n- [minimax_h3_fl2va_pruned_w4a8_mixed](https://huggingface.co/Kijai/MiniMax-H3-experimental/resolve/main/minimax_h3_fl2va_pruned_w4a8_mixed.safetensors)\n- [minimax_h3_ref2va_pruned_w4a8_mixed](https://huggingface.co/Kijai/MiniMax-H3-experimental/resolve/a3e7d8da4ae7ba8df0779094cf5ab9d6ee855fe4/minimax_h3_ref2va_pruned_w4a8_mixed.safetensors)\n- [qwen3vl_32b_heretic_minimax_h3_nvfp4](https://huggingface.co/sakamakismile/Qwen3-VL-32B-Heretic-MiniMax-H3-NVFP4/resolve/main/qwen3vl_32b_heretic_minimax_h3_nvfp4.safetensors)\n- [minimax_h3_video_vae_int8_convrot](https://huggingface.co/Kijai/MiniMax-H3-experimental/resolve/main/minimax_h3_video_vae_int8_convrot.safetensors)\n- [minimax_h3_audio_vae_fp32](https://huggingface.co/Comfy-Org/MiniMax-H3/resolve/main/vae/minimax_h3_audio_vae_fp32.safetensors)\n- [minimax_h3_fl2v_turbo_8step_v1.0_comfyui_resized_avg_rank_21_bf16](https://huggingface.co/drbaph/MiniMax-H3-Turbo-Lora-ComfyUI/resolve/main/minimax_h3_fl2v_turbo_8step_v1.0_comfyui_resized_avg_rank_21_bf16.safetensors)\n- [minimax_h3_ref_lora_layer20-49adaln_proj_rank_256_bf16](https://huggingface.co/morisoba/ComfyUI_extracted_lora/resolve/main/minimax-h3/minimax_h3_ref_lora_layer20-49adaln_proj_rank_256_bf16.safetensors?download=true)\n\n#### Custom Nodes used:\n\n- [rgthree-comfy](https://github.com/rgthree/rgthree-comfy)\n- [ComfyUI-KJNodes](https://github.com/kijai/ComfyUI-KJNodes)\n- [ComfyUI-Easy-Use](https://github.com/yolain/ComfyUI-Easy-Use)\n- [ComfyUI-VideoHelperSuite](https://github.com/Kosinkadink/ComfyUI-VideoHelperSuite)\n- [ComfyUI-H3-Motion-Context](https://github.com/NikoDemon80/ComfyUI-H3-Motion-Context)\n- [ComfyUI-noEmbryo](https://github.com/noembryo/ComfyUI-noEmbryo)\n- [ComfyUI-Spectrum-MiniMax-H3](https://github.com/xmarre/ComfyUI-Spectrum-MiniMax-H3) (optional)\n\n"], "color": "#222", "bgcolor": "#000"}], "links": [[253, 129, 0, 125, 0, "NOISE"], [254, 126, 0, 125, 1, "GUIDER"], [281, 125, 0, 121, 0, "LATENT"], [1285, 692, 0, 136, 11, "AUDIO"], [1304, 706, 0, 707, 3, "FLOAT"], [1307, 707, 0, 704, 1, "IMAGE"], [1309, 708, 0, 145, 4, "FLOAT"], [1315, 715, 0, 644, 7, "INT"], [1316, 714, 0, 644, 6, "INT"], [1317, 713, 0, 644, 5, "INT"], [1329, 725, 0, 125, 2, "SAMPLER"], [1333, 729, 0, 644, 4, "STRING"], [1335, 730, 0, 697, 0, "INT"], [1336, 730, 1, 698, 0, "INT"], [1338, 730, 2, 724, 0, "SIGMAS"], [1339, 730, 3, 705, 0, "FLOAT"], [1340, 730, 4, 723, 0, "SAMPLER"], [1341, 730, 5, 709, 0, 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1014, "type": "MarkdownNote", "pos": [-1736, 5560], "size": [396, 452], "flags": {"collapsed": true}, "order": 0, "mode": 0, "inputs": [], "outputs": [], "title": "Configurations", "properties": {"ue_properties": {"widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {}}}, "widgets_values": ["## [Recommended configurations](https://github.com/xmarre/ComfyUI-Spectrum-MiniMax-H3#recommended-configurations)\n\nExternal H3 patch nodes that publish Spectrum compatibility metadata should be placed before Spectrum on the model chain. See [Deterministic external patches](#deterministic-external-patches) below.\n\nThe current Python defaults are:\n\n```text\nenabled = true\nblend_weight = 0.50\naudio_blend_weight = 0.00\ndegree = 1\nridge_lambda = 0.10\nwindow_size = 2.0\nflex_window = 0.75\nwarmup_steps = 1\ntail_actual_steps = 1\nmax_history = 8\nhistory_storage = system_ram\noffline_archive_storage = system_ram\nbootstrap_first_forecast = true\noffline_smoothing_replay = true\nmodel_aware_mode = off\nmodel_aware_risk_threshold = 0.65\nmodel_aware_trust_shrinkage = false\nmodel_aware_replay_generic_correction = false\ngeneric_correction_mode = coordinate_rls\ngeneric_correction_attenuation = no_attenuation\ngeneric_correction_limiter = hard_clip\ngeneric_correction_limit = 0.40\nanchor_residual_feedback = false\nselective_rollback_correction = false\n```\n\n### General/default path\n\nKeep the defaults unless you have a reason to change them.\n\n`offline_smoothing_replay=true` uses a compute-heavy causal capture pass followed by a transformer-free replay. It was introduced to preserve audio fidelity after matched H3 testing showed speech/stutter regressions from direct audio spectral mixing and from later joint H3 evaluations. The default keeps `audio_blend_weight=0.0`.\n\n### Native ER-SDE quality path\n\nFor native ER-SDE, the currently preferred quality-oriented single-pass setup is:\n\n```text\nmodel_aware_mode = full\noffline_smoothing_replay = false\nmodel_aware_trust_shrinkage = false\n```\n\nThe validated full-mode generic correction is:\n\n```text\ngeneric_correction_mode = coordinate_rls\ngeneric_correction_attenuation = no_attenuation\ngeneric_correction_limiter = hard_clip\ngeneric_correction_limit = 0.40\n```\n\nThe ER-SDE solver-space dense-output correction added in v0.2.11 is automatic; it does not require a new node setting.\n\nThe exact legacy generic-correction reproduction remains:\n\n```text\ngeneric_correction_mode = legacy\ngeneric_correction_attenuation = mode_default\ngeneric_correction_limiter = rational\ngeneric_correction_limit = 0.25\n```"], "color": "#222", "bgcolor": "#000"}, {"id": 722, "type": "SpectrumApplyMiniMaxH3", "pos": [-2012, 5560], "size": [330.669921875, 658], 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