Delete minimax_h3_ref2img_single.json

minimax_h3_ref2img_single.json

@@ -1 +0,0 @@
-{"id":"b1f0c2a4-7d3e-4a91-8c55-mmh3single01","revision":0,"last_node_id":5881,"last_link_id":20402,"nodes":[{"id":99,"type":"MarkdownNote","pos":[-1490,950],"size":[640,340],"flags":{},"order":0,"mode":0,"inputs":[],"outputs":[],"properties":{},"widgets_values":["## MiniMax H3 - single image (ref2va)\n\nRuns the ref2va path with `length = 5` (the minimum block), then keeps **one** frame via *Get Image or Mask Range From Batch* (`num_frames = 1`) and previews it. No audio VAE decode, no video save.\n\n### Models expected\n```\nComfyUI/models/\n  diffusion_models/10Eros_Max_h3_TURBO-hybrid_beta3_int8_convrot.safetensors\n  text_encoders/qwen3vl_32b_minimax_h3_int8_convrot.safetensors\n  vae/minimax_h3_video_vae_int8_convrot.safetensors\n  vae/minimax_h3_audio_vae_fp32.safetensors\n```\nAudio VAE is still required as an input on the H3 node even though nothing decodes audio.\n\n### Custom node\n*Get Image or Mask Range From Batch* comes from **ComfyUI-KJNodes** (install via Manager). Swap for `ImageFromBatch` (comfy-core, batch_index 0 / length 1) if you'd rather not install it.\n\n### Notes\n- `width/height` must be multiples of 32. 1920x1088 is well above H3's native 768 short edge - drop to ~1344x768 if you get artifacts or OOM.\n- `length` steps in units of 17 (5, 22, 39...). Keep 5 for stills.\n- Steps 8 + `sa_solver` assumes a TURBO/distilled checkpoint. Use ~20 steps on a non-turbo model."],"widgets_values_named":{"text":"## MiniMax H3 - single image (ref2va)\n\nRuns the ref2va path with `length = 5` (the minimum block), then keeps **one** frame via *Get Image or Mask Range From Batch* (`num_frames = 1`) and previews it. No audio VAE decode, no video save.\n\n### Models expected\n```\nComfyUI/models/\n  diffusion_models/10Eros_Max_h3_TURBO-hybrid_beta3_int8_convrot.safetensors\n  text_encoders/qwen3vl_32b_minimax_h3_int8_convrot.safetensors\n  vae/minimax_h3_video_vae_int8_convrot.safetensors\n  vae/minimax_h3_audio_vae_fp32.safetensors\n```\nAudio VAE is still required as an input on the H3 node even though nothing decodes audio.\n\n### Custom node\n*Get Image or Mask Range From Batch* comes from **ComfyUI-KJNodes** (install via Manager). Swap for `ImageFromBatch` (comfy-core, batch_index 0 / length 1) if you'd rather not install it.\n\n### Notes\n- `width/height` must be multiples of 32. 1920x1088 is well above H3's native 768 short edge - drop to ~1344x768 if you get artifacts or OOM.\n- `length` steps in units of 17 (5, 22, 39...). Keep 5 for stills.\n- Steps 8 + `sa_solver` assumes a TURBO/distilled checkpoint. Use ~20 steps on a non-turbo model."},"color":"#432","bgcolor":"#653"},{"id":5880,"type":"60592f62-54f1-482a-be35-aab8b2f424b1","pos":[-400,10],"size":[140,30],"flags":{},"order":6,"mode":0,"inputs":[{"label":"model","localized_name":"model","name":"model","type":"MODEL","link":20400}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[20401]}],"properties":{"previewExposures":[]}},{"id":100,"type":"LoadImage","pos":[-1060,490],"size":[400,320],"flags":{},"order":1,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"COMBO","widget":{"name":"image"},"link":null},{"localized_name":"choose file to upload","name":"upload","type":"IMAGEUPLOAD","widget":{"name":"upload"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[18]},{"localized_name":"MASK","name":"MASK","type":"MASK","links":[]}],"properties":{"Node name for S&R":"LoadImage","cnr_id":"comfy-core","ver":"0.33.0"},"widgets_values":["images (1).jfif","image"],"widgets_values_named":{"image":"images (1).jfif","upload":"image"}},{"id":6,"type":"LoadImage","pos":[-1510,480],"size":[400,320],"flags":{},"order":2,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"COMBO","widget":{"name":"image"},"link":null},{"localized_name":"choose file to upload","name":"upload","type":"IMAGEUPLOAD","widget":{"name":"upload"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[8]},{"localized_name":"MASK","name":"MASK","type":"MASK","links":[]}],"properties":{"Node name for S&R":"LoadImage","cnr_id":"comfy-core","ver":"0.33.0"},"widgets_values":["Yor_Forger_Anime_7.webp","image"],"widgets_values_named":{"image":"Yor_Forger_Anime_7.webp","upload":"image"}},{"id":949,"type":"ResolutionSelector","pos":[-710,910],"size":[270,170],"flags":{},"order":3,"mode":0,"showAdvanced":false,"inputs":[{"localized_name":"aspect_ratio","name":"aspect_ratio","type":"COMBO","widget":{"name":"aspect_ratio"},"link":null},{"localized_name":"megapixels","name":"megapixels","type":"FLOAT","widget":{"name":"megapixels"},"link":null},{"localized_name":"multiple","name":"multiple","type":"INT","widget":{"name":"multiple"},"link":null}],"outputs":[{"localized_name":"width","name":"width","type":"INT","links":[622]},{"localized_name":"height","name":"height","type":"INT","links":[623]}],"title":"Resolution Selector (Size)","properties":{"Node name for S&R":"ResolutionSelector"},"widgets_values":["16:9 (Widescreen)",1,32],"widgets_values_named":{"aspect_ratio":"16:9 (Widescreen)","megapixels":1,"multiple":32},"color":"#322","bgcolor":"#533"},{"id":7,"type":"MiniMaxH3ReferenceToVideo","pos":[-540,180],"size":[420,560],"flags":{},"order":7,"mode":0,"inputs":[{"localized_name":"clip","name":"clip","type":"CLIP","link":20396},{"localized_name":"vae","name":"vae","type":"VAE","link":20397},{"localized_name":"audio_vae","name":"audio_vae","type":"VAE","link":20399},{"label":"ref_image_0","localized_name":"ref_images.ref_image_0","name":"ref_images.ref_image_0","shape":7,"type":"IMAGE","link":8},{"label":"ref_image_1","localized_name":"ref_images.ref_image_1","name":"ref_images.ref_image_1","shape":7,"type":"IMAGE","link":18},{"label":"ref_image_2","localized_name":"ref_images.ref_image_2","name":"ref_images.ref_image_2","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":null},{"localized_name":"prompt","name":"prompt","type":"STRING","widget":{"name":"prompt"},"link":null},{"localized_name":"width","name":"width","type":"INT","widget":{"name":"width"},"link":622},{"localized_name":"height","name":"height","type":"INT","widget":{"name":"height"},"link":623},{"localized_name":"length","name":"length","type":"INT","widget":{"name":"length"},"link":null},{"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":[20392]},{"localized_name":"LATENT","name":"LATENT","type":"LATENT","links":[20393]}],"properties":{"Node name for S&R":"MiniMaxH3ReferenceToVideo","cnr_id":"comfy-core","ver":"0.33.0"},"widgets_values":["use <Picture 1> as the primary subject <Subject 1> discarding the anime face and look of the picture, create a hyper realistic person based on the image with a similar facial structure, skin tone and body proportions, wearing the same outfit.\n\nGenerate A 3 panel shot of <Subject 1> as detailed below:\nwhite background #ffffff, fit <Subject 1>, do not stretch the dimension of the image.\n\nPanel 1 - Medium close up shot\nPanel 2 - Full body front view\nPanel 3 - Full body back view",1920,1088,5,"match"],"widgets_values_named":{"prompt":"use <Picture 1> as the primary subject <Subject 1> discarding the anime face and look of the picture, create a hyper realistic person based on the image with a similar facial structure, skin tone and body proportions, wearing the same outfit.\n\nGenerate A 3 panel shot of <Subject 1> as detailed below:\nwhite background #ffffff, fit <Subject 1>, do not stretch the dimension of the image.\n\nPanel 1 - Medium close up shot\nPanel 2 - Full body front view\nPanel 3 - Full body back view","width":1920,"height":1088,"length":5,"ref_image_size":"match"}},{"id":5879,"type":"aef0f247-5852-4970-a75c-442249d27d06","pos":[-760,90],"size":[140,90],"flags":{},"order":4,"mode":0,"inputs":[],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[20400]},{"localized_name":"CLIP","name":"CLIP","type":"CLIP","links":[20396]},{"localized_name":"VAE","name":"VAE","type":"VAE","links":[20397,20398]},{"localized_name":"VAE_1","name":"VAE_1","type":"VAE","links":[20399]}],"properties":{"previewExposures":[]}},{"id":5878,"type":"82e56396-62e5-4a30-abe6-904c44fe183c","pos":[-60,80],"size":[160,90],"flags":{},"order":8,"mode":0,"inputs":[{"localized_name":"vae","name":"vae","type":"VAE","link":20398},{"localized_name":"model","name":"model","type":"MODEL","link":20401},{"localized_name":"conditioning","name":"conditioning","type":"CONDITIONING","link":20392},{"localized_name":"latent_image","name":"latent_image","type":"LATENT","link":20393}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[20402]}],"properties":{"previewExposures":[]}},{"id":5881,"type":"SaveImage","pos":[160,90],"size":[270,58],"flags":{},"order":5,"mode":0,"inputs":[{"localized_name":"images","name":"images","type":"IMAGE","link":20402},{"localized_name":"filename_prefix","name":"filename_prefix","type":"STRING","widget":{"name":"filename_prefix"},"link":null}],"outputs":[{"localized_name":"images","name":"images","type":"IMAGE","links":null}],"properties":{"Node name for S&R":"SaveImage"},"widgets_values":["ComfyUI"],"widgets_values_named":{"filename_prefix":"ComfyUI"}}],"links":[[8,6,0,7,3,"IMAGE"],[18,100,0,7,4,"IMAGE"],[622,949,0,7,10,"INT"],[623,949,1,7,11,"INT"],[20392,7,0,5878,2,"CONDITIONING"],[20393,7,1,5878,3,"LATENT"],[20396,5879,1,7,0,"CLIP"],[20397,5879,2,7,1,"VAE"],[20398,5879,2,5878,0,"VAE"],[20399,5879,3,7,2,"VAE"],[20400,5879,0,5880,0,"MODEL"],[20401,5880,0,5878,1,"MODEL"],[20402,5878,0,5881,0,"IMAGE"]],"groups":[],"definitions":{"subgraphs":[{"id":"359b85f7-06f7-41ec-9dec-05bec43170c7","version":1,"state":{"lastGroupId":193,"lastNodeId":5881,"lastLinkId":20402,"lastRerouteId":15},"revision":0,"config":{},"name":"Speed Ups (PK / H3 SLA - 2/9/2026)","inputNode":{"id":-10,"bounding":[-1570,4590,128,68]},"outputNode":{"id":-20,"bounding":[970,4590,128,68]},"inputs":[{"id":"11111111-1111-4111-8111-111111111111","name":"model","type":"MODEL","linkIds":[500],"localized_name":"model","pos":[-1466,4614]}],"outputs":[{"id":"22222222-2222-4222-8222-222222222222","name":"MODEL","type":"MODEL","linkIds":[950],"localized_name":"MODEL","pos":[994,4614]}],"widgets":[],"nodes":[{"id":111,"type":"MiniMaxLowVRAMAttention","pos":[-650,4710],"size":[320,60],"flags":{},"order":2,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":501},{"localized_name":"head_chunks","name":"head_chunks","type":"INT","widget":{"name":"head_chunks"},"link":null}],"outputs":[{"localized_name":"model","name":"model","type":"MODEL","links":[502]}],"properties":{"Node name for S&R":"MiniMaxLowVRAMAttention","cnr_id":"comfyui-kjnodes"},"widgets_values":[4],"widgets_values_named":{"head_chunks":4},"color":"#222","bgcolor":"#000"},{"id":101,"type":"MarkdownNote","pos":[-910,4280],"size":[700,320],"flags":{},"order":0,"mode":0,"inputs":[],"outputs":[],"title":"Note: Speed Patches (PK)","properties":{},"widgets_values":["## Speed Patches — PK / H3 SLA\n\nChain applies bottom-up on the MODEL. Toggle each group on/off with the bypasser above.\n\n- **1. FP16 Accumulation** (`ModelPatchTorchSettings`): free speed on RTX 30xx+ / most modern GPUs. Safe to leave on.\n- **2. LowVRAM Attention** (`MiniMaxLowVRAMAttention`): splits attention into head chunks. Reduces peak VRAM; tiny cost, sometimes a small speedup. Widget: `head_chunks` (default 4).\n- **3. Chunk FeedForward** (`MiniMaxChunkFeedForward`): splits FF blocks. Reduces peak VRAM at longer sequence lengths. Widgets: `chunks` (2–4), `seq_threshold` (4096).\n- **4. H3 SLA Attention** (`H3SLAAttention`): the big one. Sparse Linear Attention — main speedup. `sparsity_ratio` 0.9 keeps 10% of tokens for very fast, decent-quality; drop to ~0.7 if you see artifacts. `dense_last_steps` controls how many final steps run dense (better quality tail).\n\n### Wiring\n\nFeed the raw `MODEL` from `UNETLoader` into `model`. Take the output `MODEL` to whatever comes next (sampler / patcher).\n\n### Notes\n\n- SLA patches attention — anything else patching attention should sit *before* it in the chain. That is why H3SLAAttention is last.\n- `protect_audio=True` avoids audio-latent glitches at some speed cost. Leave on unless testing.\n- If the workflow refuses to load, install `comfyui-kjnodes` and `plaguekind-nodes` (H3SLAAttention lives in one of these packs)."],"widgets_values_named":{"text":"## Speed Patches — PK / H3 SLA\n\nChain applies bottom-up on the MODEL. Toggle each group on/off with the bypasser above.\n\n- **1. FP16 Accumulation** (`ModelPatchTorchSettings`): free speed on RTX 30xx+ / most modern GPUs. Safe to leave on.\n- **2. LowVRAM Attention** (`MiniMaxLowVRAMAttention`): splits attention into head chunks. Reduces peak VRAM; tiny cost, sometimes a small speedup. Widget: `head_chunks` (default 4).\n- **3. Chunk FeedForward** (`MiniMaxChunkFeedForward`): splits FF blocks. Reduces peak VRAM at longer sequence lengths. Widgets: `chunks` (2–4), `seq_threshold` (4096).\n- **4. H3 SLA Attention** (`H3SLAAttention`): the big one. Sparse Linear Attention — main speedup. `sparsity_ratio` 0.9 keeps 10% of tokens for very fast, decent-quality; drop to ~0.7 if you see artifacts. `dense_last_steps` controls how many final steps run dense (better quality tail).\n\n### Wiring\n\nFeed the raw `MODEL` from `UNETLoader` into `model`. Take the output `MODEL` to whatever comes next (sampler / patcher).\n\n### Notes\n\n- SLA patches attention — anything else patching attention should sit *before* it in the chain. That is why H3SLAAttention is last.\n- `protect_audio=True` avoids audio-latent glitches at some speed cost. Leave on unless testing.\n- If the workflow refuses to load, install `comfyui-kjnodes` and `plaguekind-nodes` (H3SLAAttention lives in one of these packs)."},"color":"#222","bgcolor":"#000"},{"id":112,"type":"MiniMaxChunkFeedForward","pos":[-250,4710],"size":[320,90],"flags":{},"order":3,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":502},{"localized_name":"chunks","name":"chunks","type":"INT","widget":{"name":"chunks"},"link":null},{"localized_name":"seq_threshold","name":"seq_threshold","type":"INT","widget":{"name":"seq_threshold"},"link":null}],"outputs":[{"localized_name":"model","name":"model","type":"MODEL","links":[950]}],"properties":{"Node name for S&R":"MiniMaxChunkFeedForward","cnr_id":"comfyui-kjnodes"},"widgets_values":[2,4096],"widgets_values_named":{"chunks":2,"seq_threshold":4096},"color":"#222","bgcolor":"#000"},{"id":110,"type":"ModelPatchTorchSettings","pos":[-1020,4710],"size":[270,60],"flags":{},"order":1,"mode":4,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":500},{"localized_name":"enable_fp16_accumulation","name":"enable_fp16_accumulation","type":"BOOLEAN","widget":{"name":"enable_fp16_accumulation"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[501]}],"properties":{"Node name for S&R":"ModelPatchTorchSettings","cnr_id":"comfyui-kjnodes"},"widgets_values":[true],"widgets_values_named":{"enable_fp16_accumulation":true},"color":"#222","bgcolor":"#000"}],"groups":[{"id":1,"title":"1. FP16 Accumulation","bounding":[-1050,4640,330,160],"color":"#8AA","flags":{}},{"id":2,"title":"2. LowVRAM Attention","bounding":[-680,4640,380,160],"color":"#8AA","flags":{}},{"id":3,"title":"3. Chunk FeedForward","bounding":[-280,4640,380,190],"color":"#8AA","flags":{}}],"links":[{"id":500,"origin_id":-10,"origin_slot":0,"target_id":110,"target_slot":0,"type":"MODEL"},{"id":501,"origin_id":110,"origin_slot":0,"target_id":111,"target_slot":0,"type":"MODEL"},{"id":502,"origin_id":111,"origin_slot":0,"target_id":112,"target_slot":0,"type":"MODEL"},{"id":950,"origin_id":112,"origin_slot":0,"target_id":-20,"target_slot":0,"type":"MODEL"}],"extra":{}},{"id":"82e56396-62e5-4a30-abe6-904c44fe183c","version":1,"state":{"lastGroupId":193,"lastNodeId":5881,"lastLinkId":20402,"lastRerouteId":15},"revision":0,"config":{},"name":"New Subgraph","inputNode":{"id":-10,"bounding":[12,246,128,128]},"outputNode":{"id":-20,"bounding":[1180,276,128,68]},"inputs":[{"id":"0c56c2bb-6e9a-4b77-a06a-739e62c27e33","name":"vae","type":"VAE","linkIds":[7],"localized_name":"vae","pos":[51,24]},{"id":"123f01db-d9de-4f4b-9f0f-6f1ba038c404","name":"model","type":"MODEL","linkIds":[20388,20389],"localized_name":"model","pos":[51,44]},{"id":"cb414a42-0cb1-46a5-a4dd-078d484a9de1","name":"conditioning","type":"CONDITIONING","linkIds":[9],"localized_name":"conditioning","pos":[51,64]},{"id":"ae20bfc6-8256-44f9-8472-d6e3a0c7f6f6","name":"latent_image","type":"LATENT","linkIds":[10],"localized_name":"latent_image","pos":[51,84]}],"outputs":[{"id":"8f8434d5-48e2-46d5-bf92-30c5673a012c","name":"IMAGE","type":"IMAGE","linkIds":[17],"localized_name":"IMAGE","pos":[24,24]}],"widgets":[],"nodes":[{"id":14,"type":"GetImageRangeFromBatch","pos":[820,100],"size":[300,110],"flags":{},"order":6,"mode":0,"inputs":[{"localized_name":"images","name":"images","shape":7,"type":"IMAGE","link":16},{"localized_name":"masks","name":"masks","shape":7,"type":"MASK","link":null},{"localized_name":"start_index","name":"start_index","type":"INT","widget":{"name":"start_index"},"link":null},{"localized_name":"num_frames","name":"num_frames","type":"INT","widget":{"name":"num_frames"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[17]},{"localized_name":"MASK","name":"MASK","type":"MASK","links":[]}],"properties":{"Node name for S&R":"GetImageRangeFromBatch","cnr_id":"comfyui-kjnodes","ver":"1.1.5","aux_id":"kijai/ComfyUI-KJNodes"},"widgets_values":[0,1],"widgets_values_named":{"start_index":0,"num_frames":1}},{"id":13,"type":"VAEDecode","pos":[530,100],"size":[230,60],"flags":{},"order":5,"mode":0,"inputs":[{"localized_name":"samples","name":"samples","type":"LATENT","link":15},{"localized_name":"vae","name":"vae","type":"VAE","link":7}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[16]}],"properties":{"Node name for S&R":"VAEDecode","cnr_id":"comfy-core","ver":"0.33.0"}},{"id":8,"type":"RandomNoise","pos":[200,-20],"size":[340,90],"flags":{},"order":0,"mode":0,"inputs":[{"localized_name":"noise_seed","name":"noise_seed","type":"INT","widget":{"name":"noise_seed"},"link":null}],"outputs":[{"localized_name":"NOISE","name":"NOISE","type":"NOISE","links":[11]}],"properties":{"Node name for S&R":"RandomNoise","cnr_id":"comfy-core","ver":"0.33.0"},"widgets_values":[923824745788630,"randomize"],"widgets_values_named":{"noise_seed":923824745788630,"control_after_generate":"randomize"}},{"id":11,"type":"BasicGuider","pos":[220,300],"size":[230,70],"flags":{},"order":3,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":20388},{"localized_name":"conditioning","name":"conditioning","type":"CONDITIONING","link":9}],"outputs":[{"localized_name":"GUIDER","name":"GUIDER","type":"GUIDER","links":[14]}],"properties":{"Node name for S&R":"BasicGuider","cnr_id":"comfy-core","ver":"0.33.0"}},{"id":12,"type":"SamplerCustomAdvanced","pos":[220,100],"size":[230,140],"flags":{},"order":4,"mode":0,"inputs":[{"localized_name":"noise","name":"noise","type":"NOISE","link":11},{"localized_name":"guider","name":"guider","type":"GUIDER","link":14},{"localized_name":"sampler","name":"sampler","type":"SAMPLER","link":12},{"localized_name":"sigmas","name":"sigmas","type":"SIGMAS","link":13},{"localized_name":"latent_image","name":"latent_image","type":"LATENT","link":10}],"outputs":[{"localized_name":"output","name":"output","type":"LATENT","links":[15]},{"localized_name":"denoised_output","name":"denoised_output","type":"LATENT","links":[]}],"properties":{"Node name for S&R":"SamplerCustomAdvanced","cnr_id":"comfy-core","ver":"0.33.0"}},{"id":9,"type":"KSamplerSelect","pos":[220,430],"size":[230,60],"flags":{},"order":1,"mode":0,"inputs":[{"localized_name":"sampler_name","name":"sampler_name","type":"COMBO","widget":{"name":"sampler_name"},"link":null}],"outputs":[{"localized_name":"SAMPLER","name":"SAMPLER","type":"SAMPLER","links":[12]}],"properties":{"Node name for S&R":"KSamplerSelect","cnr_id":"comfy-core","ver":"0.33.0"},"widgets_values":["er_sde"],"widgets_values_named":{"sampler_name":"er_sde"}},{"id":10,"type":"BasicScheduler","pos":[220,540],"size":[230,130],"flags":{},"order":2,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":20389},{"localized_name":"scheduler","name":"scheduler","type":"COMBO","widget":{"name":"scheduler"},"link":null},{"localized_name":"steps","name":"steps","type":"INT","widget":{"name":"steps"},"link":null},{"localized_name":"denoise","name":"denoise","type":"FLOAT","widget":{"name":"denoise"},"link":null}],"outputs":[{"localized_name":"SIGMAS","name":"SIGMAS","type":"SIGMAS","links":[13]}],"properties":{"Node name for S&R":"BasicScheduler","cnr_id":"comfy-core","ver":"0.33.0"},"widgets_values":["beta_57",8,1],"widgets_values_named":{"scheduler":"beta_57","steps":8,"denoise":1}}],"groups":[],"links":[{"id":16,"origin_id":13,"origin_slot":0,"target_id":14,"target_slot":0,"type":"IMAGE"},{"id":15,"origin_id":12,"origin_slot":0,"target_id":13,"target_slot":0,"type":"LATENT"},{"id":11,"origin_id":8,"origin_slot":0,"target_id":12,"target_slot":0,"type":"NOISE"},{"id":14,"origin_id":11,"origin_slot":0,"target_id":12,"target_slot":1,"type":"GUIDER"},{"id":12,"origin_id":9,"origin_slot":0,"target_id":12,"target_slot":2,"type":"SAMPLER"},{"id":13,"origin_id":10,"origin_slot":0,"target_id":12,"target_slot":3,"type":"SIGMAS"},{"id":7,"origin_id":-10,"origin_slot":0,"target_id":13,"target_slot":1,"type":"VAE"},{"id":20388,"origin_id":-10,"origin_slot":1,"target_id":11,"target_slot":0,"type":"MODEL"},{"id":20389,"origin_id":-10,"origin_slot":1,"target_id":10,"target_slot":0,"type":"MODEL"},{"id":9,"origin_id":-10,"origin_slot":2,"target_id":11,"target_slot":1,"type":"CONDITIONING"},{"id":10,"origin_id":-10,"origin_slot":3,"target_id":12,"target_slot":4,"type":"LATENT"},{"id":17,"origin_id":14,"origin_slot":0,"target_id":-20,"target_slot":0,"type":"IMAGE"}],"extra":{}},{"id":"aef0f247-5852-4970-a75c-442249d27d06","version":1,"state":{"lastGroupId":193,"lastNodeId":5881,"lastLinkId":20402,"lastRerouteId":15},"revision":0,"config":{},"name":"New Subgraph","inputNode":{"id":-10,"bounding":[-1678,256,128,48]},"outputNode":{"id":-20,"bounding":[-600,216,128,128]},"inputs":[],"outputs":[{"id":"4e0e1bff-4e6b-40e7-bc06-3539ad3f2ac4","name":"MODEL","type":"MODEL","linkIds":[20387],"localized_name":"MODEL","pos":[-576,240]},{"id":"8213470f-c813-4519-b9b6-010dc95589e2","name":"CLIP","type":"CLIP","linkIds":[4],"localized_name":"CLIP","pos":[-576,260]},{"id":"e9d75034-342d-4f1b-8c55-8eff4862112d","name":"VAE","type":"VAE","linkIds":[6,6],"localized_name":"VAE","pos":[-576,280]},{"id":"d58a9791-a1f3-4985-98ee-a7c4b82695c9","name":"VAE_1","type":"VAE","linkIds":[5],"localized_name":"VAE_1","pos":[-576,300]}],"widgets":[],"nodes":[{"id":1,"type":"UNETLoader","pos":[-1490,100],"size":[640,90],"flags":{},"order":0,"mode":0,"inputs":[{"localized_name":"unet_name","name":"unet_name","type":"COMBO","widget":{"name":"unet_name"},"link":null},{"localized_name":"weight_dtype","name":"weight_dtype","type":"COMBO","widget":{"name":"weight_dtype"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[20387]}],"properties":{"Node name for S&R":"UNETLoader","cnr_id":"comfy-core","ver":"0.33.0"},"widgets_values":["minimax_h3_hybrid_fl2va_ref2va_b30-49-int8.safetensors","default"],"widgets_values_named":{"unet_name":"minimax_h3_hybrid_fl2va_ref2va_b30-49-int8.safetensors","weight_dtype":"default"}},{"id":5,"type":"VAELoader","pos":[-1060,420],"size":[400,70],"flags":{},"order":1,"mode":0,"inputs":[{"localized_name":"vae_name","name":"vae_name","type":"COMBO","widget":{"name":"vae_name"},"link":null}],"outputs":[{"localized_name":"VAE","name":"VAE","type":"VAE","links":[6]}],"properties":{"Node name for S&R":"VAELoader","cnr_id":"comfy-core","ver":"0.33.0"},"widgets_values":["minimax_h3_video_vae_int8_convrot.safetensors"],"widgets_values_named":{"vae_name":"minimax_h3_video_vae_int8_convrot.safetensors"}},{"id":4,"type":"VAELoader","pos":[-1490,420],"size":[400,70],"flags":{},"order":2,"mode":0,"inputs":[{"localized_name":"vae_name","name":"vae_name","type":"COMBO","widget":{"name":"vae_name"},"link":null}],"outputs":[{"localized_name":"VAE","name":"VAE","type":"VAE","links":[5]}],"properties":{"Node name for S&R":"VAELoader","cnr_id":"comfy-core","ver":"0.33.0"},"widgets_values":["pixel_space"],"widgets_values_named":{"vae_name":"pixel_space"}},{"id":3,"type":"CLIPLoader","pos":[-1490,240],"size":[640,120],"flags":{},"order":3,"mode":0,"inputs":[{"localized_name":"clip_name","name":"clip_name","type":"COMBO","widget":{"name":"clip_name"},"link":null},{"localized_name":"type","name":"type","type":"COMBO","widget":{"name":"type"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null}],"outputs":[{"localized_name":"CLIP","name":"CLIP","type":"CLIP","links":[4]}],"properties":{"Node name for S&R":"CLIPLoader","cnr_id":"comfy-core","ver":"0.33.0"},"widgets_values":["qwen3vl_32b_minimax_h3_int8_convrot.safetensors","minimax","default"],"widgets_values_named":{"clip_name":"qwen3vl_32b_minimax_h3_int8_convrot.safetensors","type":"minimax","device":"default"}}],"groups":[],"links":[{"id":20387,"origin_id":1,"origin_slot":0,"target_id":-20,"target_slot":0,"type":"MODEL"},{"id":4,"origin_id":3,"origin_slot":0,"target_id":-20,"target_slot":1,"type":"CLIP"},{"id":6,"origin_id":5,"origin_slot":0,"target_id":-20,"target_slot":2,"type":"VAE"},{"id":5,"origin_id":4,"origin_slot":0,"target_id":-20,"target_slot":3,"type":"VAE"}],"extra":{}},{"id":"60592f62-54f1-482a-be35-aab8b2f424b1","version":1,"state":{"lastGroupId":193,"lastNodeId":5881,"lastLinkId":20402,"lastRerouteId":15},"revision":0,"config":{},"name":"New Subgraph","inputNode":{"id":-10,"bounding":[-1208,-439,128,68]},"outputNode":{"id":-20,"bounding":[60,-439,128,68]},"inputs":[{"id":"683849da-72af-4a9e-bbd4-18eadb001a8c","name":"model","type":"MODEL","linkIds":[20395],"localized_name":"model","label":"model","pos":[51,24]}],"outputs":[{"id":"a021d186-8a03-410b-8fba-60684c4b9ca3","name":"MODEL","type":"MODEL","linkIds":[20391],"localized_name":"MODEL","pos":[24,24]}],"widgets":[],"nodes":[{"id":5876,"type":"H3SLAAttention","pos":[-660,-570],"size":[290,370],"flags":{},"order":1,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":20386},{"localized_name":"sparsity_ratio","name":"sparsity_ratio","type":"FLOAT","widget":{"name":"sparsity_ratio"},"link":null},{"localized_name":"block_size","name":"block_size","type":"COMBO","widget":{"name":"block_size"},"link":null},{"localized_name":"min_seq_len","name":"min_seq_len","shape":7,"type":"INT","widget":{"name":"min_seq_len"},"link":null},{"localized_name":"dense_last_steps","name":"dense_last_steps","shape":7,"type":"INT","widget":{"name":"dense_last_steps"},"link":null},{"localized_name":"protect_audio","name":"protect_audio","shape":7,"type":"BOOLEAN","widget":{"name":"protect_audio"},"link":null},{"localized_name":"enabled","name":"enabled","shape":7,"type":"BOOLEAN","widget":{"name":"enabled"},"link":null},{"localized_name":"dense_steps","name":"dense_steps","shape":7,"type":"STRING","widget":{"name":"dense_steps"},"link":null},{"localized_name":"dense_backend","name":"dense_backend","shape":7,"type":"COMBO","widget":{"name":"dense_backend"},"link":null},{"localized_name":"disable_fp16_accum","name":"disable_fp16_accum","shape":7,"type":"BOOLEAN","widget":{"name":"disable_fp16_accum"},"link":null},{"localized_name":"stabilize_motion","name":"stabilize_motion","shape":7,"type":"BOOLEAN","widget":{"name":"stabilize_motion"},"link":null},{"localized_name":"reference_protection","name":"reference_protection","shape":7,"type":"COMBO","widget":{"name":"reference_protection"},"link":null},{"localized_name":"tail_correction","name":"tail_correction","shape":7,"type":"BOOLEAN","widget":{"name":"tail_correction"},"link":null},{"localized_name":"use_int8_qk","name":"use_int8_qk","shape":7,"type":"BOOLEAN","widget":{"name":"use_int8_qk"},"link":null},{"localized_name":"engine","name":"engine","shape":7,"type":"COMBO","widget":{"name":"engine"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[20385]}],"title":"1. H3 Sparse Attention (SLA)","properties":{"Node name for S&R":"H3SLAAttention","cnr_id":"plaguekind-nodes"},"widgets_values":[0.8,"128",8192,1,false,true,"0","comfy_kitchen",true,false,"Heavy Enforcement",false,true,"comfy_kitchen"],"widgets_values_named":{"sparsity_ratio":0.8,"block_size":"128","min_seq_len":8192,"dense_last_steps":1,"protect_audio":false,"enabled":true,"dense_steps":"0","dense_backend":"comfy_kitchen","disable_fp16_accum":true,"stabilize_motion":false,"reference_protection":"Heavy Enforcement","tail_correction":false,"use_int8_qk":true,"engine":"comfy_kitchen"}},{"id":5875,"type":"LoraLoaderModelOnly","pos":[-340,-540],"size":[340,100],"flags":{},"order":0,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":20385},{"localized_name":"lora_name","name":"lora_name","type":"COMBO","widget":{"name":"lora_name"},"link":null},{"localized_name":"strength_model","name":"strength_model","type":"FLOAT","widget":{"name":"strength_model"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[20391]}],"title":"5. Turbo LoRA","properties":{"Node name for S&R":"LoraLoaderModelOnly","cnr_id":"comfy-core","ver":"0.31.0"},"widgets_values":["H3-PK-Parasyte-Turbo.safetensors",3],"widgets_values_named":{"lora_name":"H3-PK-Parasyte-Turbo.safetensors","strength_model":3},"color":"#222","bgcolor":"#000"},{"id":5877,"type":"359b85f7-06f7-41ec-9dec-05bec43170c7","pos":[-1020,-580],"size":[290,30],"flags":{"pinned":false},"order":2,"mode":0,"inputs":[{"label":"model","localized_name":"model","name":"model","type":"MODEL","link":20395}],"outputs":[{"label":"MODEL","localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[20386]}],"properties":{"cnr_id":"comfy-core","ver":"0.31.0","previewExposures":[]},"color":"#222","bgcolor":"#000"}],"groups":[],"links":[{"id":20386,"origin_id":5877,"origin_slot":0,"target_id":5876,"target_slot":0,"type":"MODEL"},{"id":20385,"origin_id":5876,"origin_slot":0,"target_id":5875,"target_slot":0,"type":"MODEL"},{"id":20395,"origin_id":-10,"origin_slot":0,"target_id":5877,"target_slot":0,"type":"MODEL"},{"id":20391,"origin_id":5875,"origin_slot":0,"target_id":-20,"target_slot":0,"type":"MODEL"}],"extra":{}}]},"config":{},"extra":{"frontendVersion":"1.30.6","ds":{"scale":0.9496632425507013,"offset":[801.89756412023,133.68198770685586]}},"version":0.4}