Fast_deploy / ComfyUI-MiniMaxH3-Context-Loop /ComfyUI-MAINodes /tests /fixtures /window_2x_tail.api.json
| { | |
| "127": { | |
| "class_type": "UNETLoader", | |
| "inputs": { | |
| "unet_name": "minimax_h3/minimax_h3_fl2va_pruned_int8_convrot.safetensors", | |
| "weight_dtype": "default" | |
| }, | |
| "_meta": { | |
| "title": "base model" | |
| } | |
| }, | |
| "128": { | |
| "class_type": "CLIPLoader", | |
| "inputs": { | |
| "clip_name": "minimax_h3/qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors", | |
| "type": "minimax", | |
| "device": "default" | |
| }, | |
| "_meta": { | |
| "title": "text encoder" | |
| } | |
| }, | |
| "119": { | |
| "class_type": "VAELoader", | |
| "inputs": { | |
| "vae_name": "minimax_h3/minimax_h3_video_vae_fp16.safetensors" | |
| }, | |
| "_meta": { | |
| "title": "video VAE" | |
| } | |
| }, | |
| "300": { | |
| "class_type": "PathchSageAttentionKJ", | |
| "inputs": { | |
| "model": [ | |
| "127", | |
| 0 | |
| ], | |
| "sage_attention": "auto", | |
| "allow_compile": false | |
| }, | |
| "_meta": { | |
| "title": "sage attention" | |
| } | |
| }, | |
| "301": { | |
| "class_type": "MiniMaxH3MemoryEfficientSageAttentionPatch", | |
| "inputs": { | |
| "model": [ | |
| "300", | |
| 0 | |
| ] | |
| }, | |
| "_meta": { | |
| "title": "H3 sage patch" | |
| } | |
| }, | |
| "302": { | |
| "class_type": "MiniMaxChunkFeedForward", | |
| "inputs": { | |
| "model": [ | |
| "301", | |
| 0 | |
| ], | |
| "chunks": 2, | |
| "seq_threshold": 65536 | |
| }, | |
| "_meta": { | |
| "title": "chunked FF" | |
| } | |
| }, | |
| "135": { | |
| "class_type": "KSamplerSelect", | |
| "inputs": { | |
| "sampler_name": "gradient_estimation" | |
| }, | |
| "_meta": { | |
| "title": "sampler" | |
| } | |
| }, | |
| "400": { | |
| "class_type": "LoadVideo", | |
| "inputs": { | |
| "file": "seedhunt_20260963_00001_.mp4" | |
| }, | |
| "_meta": { | |
| "title": "world clip: 124f 1152x640 24.0fps" | |
| } | |
| }, | |
| "401": { | |
| "class_type": "GetVideoComponents", | |
| "inputs": { | |
| "video": [ | |
| "400", | |
| 0 | |
| ] | |
| }, | |
| "_meta": { | |
| "title": "components" | |
| } | |
| }, | |
| "402": { | |
| "class_type": "H3VideoFit", | |
| "inputs": { | |
| "images": [ | |
| "401", | |
| 0 | |
| ], | |
| "mode": "trim tail (default)", | |
| "max_frames": 0, | |
| "fps": [ | |
| "401", | |
| 2 | |
| ], | |
| "audio": [ | |
| "401", | |
| 1 | |
| ] | |
| }, | |
| "_meta": { | |
| "title": "fit to 17k+5" | |
| } | |
| }, | |
| "410": { | |
| "class_type": "ImageFromBatch", | |
| "inputs": { | |
| "image": [ | |
| "402", | |
| 0 | |
| ], | |
| "batch_index": 68, | |
| "length": 56 | |
| }, | |
| "_meta": { | |
| "title": "WINDOW crop world frames 68..123 (68 on the 17-phase; 56 legal)" | |
| } | |
| }, | |
| "403": { | |
| "class_type": "VAEEncode", | |
| "inputs": { | |
| "pixels": [ | |
| "410", | |
| 0 | |
| ], | |
| "vae": [ | |
| "119", | |
| 0 | |
| ] | |
| }, | |
| "_meta": { | |
| "title": "encode the 56f window" | |
| } | |
| }, | |
| "404": { | |
| "class_type": "H3TemporalInsert", | |
| "inputs": { | |
| "samples": [ | |
| "403", | |
| 0 | |
| ], | |
| "hold_map": "{\"holds\": [1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2], \"world_len\": 56}", | |
| "init_mode": "lerp", | |
| "length": 0, | |
| "noise_seed": 0, | |
| "expand_to_end": false | |
| }, | |
| "_meta": { | |
| "title": "compiled hold map, window-local: [1]*5+[2]*51 = 107f. expand_to_end already applied by the compiler, so the node must not rewrite it again" | |
| } | |
| }, | |
| "522": { | |
| "class_type": "H3InjectSchedule", | |
| "inputs": { | |
| "model": [ | |
| "302", | |
| 0 | |
| ], | |
| "scheduler": "beta", | |
| "total_steps": 25, | |
| "inject": 0.45, | |
| "preset": "custom" | |
| }, | |
| "_meta": { | |
| "title": "inject = plan settings.regen_strength" | |
| } | |
| }, | |
| "523": { | |
| "class_type": "RandomNoise", | |
| "inputs": { | |
| "noise_seed": 20260817 | |
| }, | |
| "_meta": { | |
| "title": "seed from the plan" | |
| } | |
| }, | |
| "524": { | |
| "class_type": "MiniMaxH3ImageToVideo", | |
| "inputs": { | |
| "clip": [ | |
| "128", | |
| 0 | |
| ], | |
| "vae": [ | |
| "119", | |
| 0 | |
| ], | |
| "prompt": "", | |
| "width": 1152, | |
| "height": 640, | |
| "length": 107 | |
| }, | |
| "_meta": { | |
| "title": "conditioning only; length = DILATED 107 so AddGuide resolves on the dilated clock" | |
| } | |
| }, | |
| "405": { | |
| "class_type": "ImageFromBatch", | |
| "inputs": { | |
| "image": [ | |
| "402", | |
| 0 | |
| ], | |
| "batch_index": 123, | |
| "length": 1 | |
| }, | |
| "_meta": { | |
| "title": "TAIL GUIDE source: world frame 123 (window-local 55)" | |
| } | |
| }, | |
| "406": { | |
| "class_type": "MiniMaxH3AddGuide", | |
| "inputs": { | |
| "positive": [ | |
| "524", | |
| 0 | |
| ], | |
| "vae": [ | |
| "119", | |
| 0 | |
| ], | |
| "latent": [ | |
| "524", | |
| 1 | |
| ], | |
| "image": [ | |
| "405", | |
| 0 | |
| ], | |
| "frame_idx": 105 | |
| }, | |
| "_meta": { | |
| "title": "tail guide at dilated 105 = the prefix sum of the hold map up to the final world frame (content-exact placement)" | |
| } | |
| }, | |
| "525": { | |
| "class_type": "BasicGuider", | |
| "inputs": { | |
| "model": [ | |
| "302", | |
| 0 | |
| ], | |
| "conditioning": [ | |
| "406", | |
| 0 | |
| ] | |
| }, | |
| "_meta": { | |
| "title": "guider" | |
| } | |
| }, | |
| "526": { | |
| "class_type": "SamplerCustomAdvanced", | |
| "inputs": { | |
| "noise": [ | |
| "523", | |
| 0 | |
| ], | |
| "guider": [ | |
| "525", | |
| 0 | |
| ], | |
| "sampler": [ | |
| "135", | |
| 0 | |
| ], | |
| "sigmas": [ | |
| "522", | |
| 0 | |
| ], | |
| "latent_image": [ | |
| "404", | |
| 0 | |
| ] | |
| }, | |
| "_meta": { | |
| "title": "only the inserted token-times are denoised" | |
| } | |
| }, | |
| "530": { | |
| "class_type": "VAEDecode", | |
| "inputs": { | |
| "samples": [ | |
| "526", | |
| 0 | |
| ], | |
| "vae": [ | |
| "119", | |
| 0 | |
| ] | |
| }, | |
| "_meta": { | |
| "title": "decode the DILATED 107f window" | |
| } | |
| }, | |
| "531": { | |
| "class_type": "H3ExactRecover", | |
| "inputs": { | |
| "images": [ | |
| "530", | |
| 0 | |
| ], | |
| "hold_map": [ | |
| "404", | |
| 2 | |
| ] | |
| }, | |
| "_meta": { | |
| "title": "recover: 107f -> 56f world clock" | |
| } | |
| }, | |
| "413": { | |
| "class_type": "H3TimeSmear", | |
| "inputs": { | |
| "images": [ | |
| "531", | |
| 0 | |
| ], | |
| "dilation": 1, | |
| "hold_map": "", | |
| "fps": 24 | |
| }, | |
| "_meta": { | |
| "title": "IDENTITY: H3TimeSmear returns CPU images so ImageBatch can cat the decode onto the untouched head" | |
| } | |
| }, | |
| "411": { | |
| "class_type": "ImageFromBatch", | |
| "inputs": { | |
| "image": [ | |
| "402", | |
| 0 | |
| ], | |
| "batch_index": 0, | |
| "length": 68 | |
| }, | |
| "_meta": { | |
| "title": "HEAD: original frames 0..67, untouched pixels" | |
| } | |
| }, | |
| "412": { | |
| "class_type": "ImageBatch", | |
| "inputs": { | |
| "image1": [ | |
| "411", | |
| 0 | |
| ], | |
| "image2": [ | |
| "413", | |
| 0 | |
| ] | |
| }, | |
| "_meta": { | |
| "title": "SPLICE head + window at frame 68 (17-phase cut)" | |
| } | |
| }, | |
| "540": { | |
| "class_type": "CreateVideo", | |
| "inputs": { | |
| "images": [ | |
| "412", | |
| 0 | |
| ], | |
| "audio": [ | |
| "402", | |
| 2 | |
| ], | |
| "fps": 24, | |
| "bit_depth": 8 | |
| }, | |
| "_meta": { | |
| "title": "world clock 124f + the SOURCE clip's own audio -> in sync" | |
| } | |
| }, | |
| "541": { | |
| "class_type": "SaveVideo", | |
| "inputs": { | |
| "video": [ | |
| "540", | |
| 0 | |
| ], | |
| "format": "auto", | |
| "codec": "auto", | |
| "filename_prefix": "video/fixture_window2x" | |
| }, | |
| "_meta": { | |
| "title": "compiled from a timeline plan" | |
| } | |
| } | |
| } |