From b3d95263e3c7565a2f9777c72e0035dee6329d72 Mon Sep 17 00:00:00 2001
From: eeymoo <eeymoo@xmail.fun>
Date: Thu, 3 Sep 2026 23:04:26 +0800
Subject: [PATCH] =?UTF-8?q?=E4=B8=8A=E4=BC=A0=E6=96=87=E4=BB=B6=E8=87=B3?=
 =?UTF-8?q?=E3=80=8C/=E3=80=8D?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 MiniMaxH3-多模态模型多套-4步.json | 826 ++++++++++++++++++++++++++++++
 1 file changed, 826 insertions(+)
 create mode 100644 MiniMaxH3-多模态模型多套-4步.json

diff --git a/MiniMaxH3-多模态模型多套-4步.json b/MiniMaxH3-多模态模型多套-4步.json
new file mode 100644
index 0000000..af26ef8
--- /dev/null
+++ b/MiniMaxH3-多模态模型多套-4步.json
@@ -0,0 +1,826 @@
+{
+  "6": {
+    "inputs": {
+      "unet_name": "minimax_h3_ref2va_pruned_int8_convrot.safetensors",
+      "weight_dtype": "default"
+    },
+    "class_type": "UNETLoader",
+    "_meta": {
+      "title": "UNet加载器"
+    }
+  },
+  "9": {
+    "inputs": {
+      "scheduler": "simple",
+      "steps": 4,
+      "denoise": 1,
+      "model": [
+        "78",
+        0
+      ]
+    },
+    "class_type": "BasicScheduler",
+    "_meta": {
+      "title": "基本调度器"
+    }
+  },
+  "10": {
+    "inputs": {
+      "samples": [
+        "14",
+        0
+      ],
+      "vae": [
+        "11",
+        0
+      ]
+    },
+    "class_type": "VAEDecode",
+    "_meta": {
+      "title": "VAE解码"
+    }
+  },
+  "11": {
+    "inputs": {
+      "vae_name": "minimax_h3_video_vae_fp16.safetensors"
+    },
+    "class_type": "VAELoader",
+    "_meta": {
+      "title": "加载VAE"
+    }
+  },
+  "12": {
+    "inputs": {
+      "text": "2D 动漫风格视频，一位少女长着一对硕大的耳廓狐耳朵，金色长卷发，蓝色眼眸，蓬松丰厚的狐尾。她身着粉色毛衣与蓝色牛仔裤。\n开场画面：她坐在电脑前，操作 ComfyUI 节点工作界面；随后转头面向观众说道：“现在来测试 Mini Max H3 蒸馏 LoRA”\n接着她看向屏幕，画面展示 ComfyUI 操作界面，界面带有 “ComfyUI” 字样，进度条飞速加载。少女吃惊地从椅子上一跃而起，惊呼：“哇，速度好快！”",
+      "clip": [
+        "13",
+        0
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP文本编码"
+    }
+  },
+  "13": {
+    "inputs": {
+      "clip_name": "qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors",
+      "type": "minimax",
+      "device": "default"
+    },
+    "class_type": "CLIPLoader",
+    "_meta": {
+      "title": "加载CLIP"
+    }
+  },
+  "14": {
+    "inputs": {
+      "noise": [
+        "15",
+        0
+      ],
+      "guider": [
+        "16",
+        0
+      ],
+      "sampler": [
+        "17",
+        0
+      ],
+      "sigmas": [
+        "9",
+        0
+      ],
+      "latent_image": [
+        "80",
+        0
+      ]
+    },
+    "class_type": "SamplerCustomAdvanced",
+    "_meta": {
+      "title": "自定义采样器（高级）"
+    }
+  },
+  "15": {
+    "inputs": {
+      "noise_seed": 119793574405628
+    },
+    "class_type": "RandomNoise",
+    "_meta": {
+      "title": "随机噪波"
+    }
+  },
+  "16": {
+    "inputs": {
+      "model": [
+        "78",
+        0
+      ],
+      "conditioning": [
+        "12",
+        0
+      ]
+    },
+    "class_type": "BasicGuider",
+    "_meta": {
+      "title": "基本引导器"
+    }
+  },
+  "17": {
+    "inputs": {
+      "sampler_name": "sa_solver"
+    },
+    "class_type": "KSamplerSelect",
+    "_meta": {
+      "title": "K采样器选择"
+    }
+  },
+  "21": {
+    "inputs": {
+      "fps": 24,
+      "bit_depth": 8,
+      "images": [
+        "10",
+        0
+      ],
+      "audio": [
+        "23",
+        0
+      ]
+    },
+    "class_type": "CreateVideo",
+    "_meta": {
+      "title": "创建视频"
+    }
+  },
+  "23": {
+    "inputs": {
+      "samples": [
+        "14",
+        0
+      ],
+      "vae": [
+        "24",
+        0
+      ]
+    },
+    "class_type": "VAEDecodeAudio",
+    "_meta": {
+      "title": "VAE解码（音频）"
+    }
+  },
+  "24": {
+    "inputs": {
+      "vae_name": "minimax_h3_audio_vae_fp32.safetensors"
+    },
+    "class_type": "VAELoader",
+    "_meta": {
+      "title": "加载VAE"
+    }
+  },
+  "32": {
+    "inputs": {
+      "sage_attention": "auto",
+      "allow_compile": false,
+      "model": [
+        "6",
+        0
+      ]
+    },
+    "class_type": "PathchSageAttentionKJ",
+    "_meta": {
+      "title": "Patch Sage Attention KJ"
+    }
+  },
+  "78": {
+    "inputs": {
+      "lora_name": "minimax_h3_fl2v_lightx2v_turbo_4step_v1.0_768p_resized_avg_rank_31_bf16.safetensors",
+      "strength_model": 0.75,
+      "model": [
+        "95",
+        0
+      ]
+    },
+    "class_type": "LoraLoaderModelOnly",
+    "_meta": {
+      "title": "LoRA加载器（仅模型）"
+    }
+  },
+  "80": {
+    "inputs": {
+      "width": 1344,
+      "height": 768,
+      "length": 141
+    },
+    "class_type": "EmptyMiniMaxH3LatentAV",
+    "_meta": {
+      "title": "Empty MiniMax H3 AV Latent"
+    }
+  },
+  "95": {
+    "inputs": {
+      "model": [
+        "32",
+        0
+      ]
+    },
+    "class_type": "MiniMaxH3MemoryEfficientSageAttentionPatch",
+    "_meta": {
+      "title": "MiniMax H3 Mem Eff Sage Attention Patch"
+    }
+  },
+  "98": {
+    "inputs": {
+      "filename_prefix": "video/ComfyUI",
+      "format": "auto",
+      "codec": "auto",
+      "video": [
+        "21",
+        0
+      ]
+    },
+    "class_type": "SaveVideo",
+    "_meta": {
+      "title": "保存视频"
+    }
+  },
+  "106": {
+    "inputs": {
+      "prompt": "Bold comic-book ink style, heavy linework, red and blue-black palette, night city. Use <Picture 2> and <Picture 1> as reference frames and <Audio 1> exactly as it is.\nCUT 1: top-down view of the little boy superhero on the rooftop — red cape fluttering in the wind, hands planted on his hips, freckles and a cocky grin as he looks straight up into the camera. The camera slowly descends toward him as he delivers his line — as he speaks, comic-book graphic overlay text word by word in sync with his voice: \"GET READY TO\" - \"MEET\" — \"YOUR\" — \"MAKER\" — huge jagged comic lettering, white with heavy black outlines and red drop shadows, tilted at scrappy angles, until the three words hang stacked in the air above him between his face and the lens.\nTRANSITION: a violent WHIP PAN off the rooftop that SMEARS the floating words away with it, motion-streaked —\nCUT 2: low hero angle on the colossal black mech-kaiju towering over the skyline as it rears back and unleashes a GIANT terrifying ROAR — jaws wide with fangs, red eyes and chest-core flaring blinding bright, blue lightning arcing off its head, the roar's shockwave rippling dust and rattling windows down the buildings, comic-style speed-lines and ink splatter bursting from the impact of the sound. It leans INTO the camera as the roar peaks. Hold on the roar.",
+      "width": 1344,
+      "height": 768,
+      "length": 124,
+      "ref_image_size": "match",
+      "clip": [
+        "13",
+        0
+      ],
+      "vae": [
+        "11",
+        0
+      ],
+      "audio_vae": [
+        "24",
+        0
+      ],
+      "ref_images.ref_image_0": [
+        "108",
+        0
+      ],
+      "ref_images.ref_image_1": [
+        "107",
+        0
+      ]
+    },
+    "class_type": "MiniMaxH3ReferenceToVideo",
+    "_meta": {
+      "title": "MiniMax H3 Reference to Video"
+    }
+  },
+  "107": {
+    "inputs": {
+      "image": "mecha_dragon_lightning.png"
+    },
+    "class_type": "LoadImage",
+    "_meta": {
+      "title": "加载图像"
+    }
+  },
+  "108": {
+    "inputs": {
+      "image": "red_superboy_on_city_roof.png"
+    },
+    "class_type": "LoadImage",
+    "_meta": {
+      "title": "加载图像"
+    }
+  },
+  "109": {
+    "inputs": {
+      "model": [
+        "78",
+        0
+      ],
+      "conditioning": [
+        "106",
+        0
+      ]
+    },
+    "class_type": "BasicGuider",
+    "_meta": {
+      "title": "基本引导器"
+    }
+  },
+  "110": {
+    "inputs": {
+      "noise": [
+        "157",
+        0
+      ],
+      "guider": [
+        "109",
+        0
+      ],
+      "sampler": [
+        "156",
+        0
+      ],
+      "sigmas": [
+        "155",
+        0
+      ],
+      "latent_image": [
+        "106",
+        1
+      ]
+    },
+    "class_type": "SamplerCustomAdvanced",
+    "_meta": {
+      "title": "自定义采样器（高级）"
+    }
+  },
+  "111": {
+    "inputs": {
+      "samples": [
+        "110",
+        0
+      ],
+      "vae": [
+        "11",
+        0
+      ]
+    },
+    "class_type": "VAEDecode",
+    "_meta": {
+      "title": "VAE解码"
+    }
+  },
+  "112": {
+    "inputs": {
+      "fps": 24,
+      "bit_depth": 8,
+      "images": [
+        "111",
+        0
+      ],
+      "audio": [
+        "114",
+        0
+      ]
+    },
+    "class_type": "CreateVideo",
+    "_meta": {
+      "title": "创建视频"
+    }
+  },
+  "113": {
+    "inputs": {
+      "filename_prefix": "video/ComfyUI",
+      "format": "auto",
+      "codec": "auto",
+      "video": [
+        "112",
+        0
+      ]
+    },
+    "class_type": "SaveVideo",
+    "_meta": {
+      "title": "保存视频"
+    }
+  },
+  "114": {
+    "inputs": {
+      "samples": [
+        "110",
+        1
+      ],
+      "vae": [
+        "24",
+        0
+      ]
+    },
+    "class_type": "VAEDecodeAudio",
+    "_meta": {
+      "title": "VAE解码（音频）"
+    }
+  },
+  "123": {
+    "inputs": {
+      "image": "api_openai_image_1_input_image.jpg"
+    },
+    "class_type": "LoadImage",
+    "_meta": {
+      "title": "加载图像"
+    }
+  },
+  "125": {
+    "inputs": {
+      "model": [
+        "78",
+        0
+      ],
+      "conditioning": [
+        "127",
+        0
+      ]
+    },
+    "class_type": "BasicGuider",
+    "_meta": {
+      "title": "基本引导器"
+    }
+  },
+  "127": {
+    "inputs": {
+      "prompt": "一只猫坐在游艇的甲板上说话",
+      "width": 768,
+      "height": 768,
+      "length": 141,
+      "ref_image_size": "match",
+      "clip": [
+        "13",
+        0
+      ],
+      "vae": [
+        "11",
+        0
+      ],
+      "audio_vae": [
+        "24",
+        0
+      ],
+      "ref_images.ref_image_0": [
+        "123",
+        0
+      ],
+      "ref_audios.ref_audio_0": [
+        "133",
+        0
+      ]
+    },
+    "class_type": "MiniMaxH3ReferenceToVideo",
+    "_meta": {
+      "title": "MiniMax H3 Reference to Video"
+    }
+  },
+  "128": {
+    "inputs": {
+      "noise": [
+        "160",
+        0
+      ],
+      "guider": [
+        "125",
+        0
+      ],
+      "sampler": [
+        "159",
+        0
+      ],
+      "sigmas": [
+        "158",
+        0
+      ],
+      "latent_image": [
+        "127",
+        1
+      ]
+    },
+    "class_type": "SamplerCustomAdvanced",
+    "_meta": {
+      "title": "自定义采样器（高级）"
+    }
+  },
+  "129": {
+    "inputs": {
+      "samples": [
+        "128",
+        0
+      ],
+      "vae": [
+        "11",
+        0
+      ]
+    },
+    "class_type": "VAEDecode",
+    "_meta": {
+      "title": "VAE解码"
+    }
+  },
+  "130": {
+    "inputs": {
+      "samples": [
+        "128",
+        1
+      ],
+      "vae": [
+        "24",
+        0
+      ]
+    },
+    "class_type": "VAEDecodeAudio",
+    "_meta": {
+      "title": "VAE解码（音频）"
+    }
+  },
+  "131": {
+    "inputs": {
+      "fps": 24,
+      "bit_depth": 8,
+      "images": [
+        "129",
+        0
+      ],
+      "audio": [
+        "130",
+        0
+      ]
+    },
+    "class_type": "CreateVideo",
+    "_meta": {
+      "title": "创建视频"
+    }
+  },
+  "132": {
+    "inputs": {
+      "filename_prefix": "video/ComfyUI",
+      "format": "auto",
+      "codec": "auto",
+      "video": [
+        "131",
+        0
+      ]
+    },
+    "class_type": "SaveVideo",
+    "_meta": {
+      "title": "保存视频"
+    }
+  },
+  "133": {
+    "inputs": {
+      "audio": "big_niao.wav"
+    },
+    "class_type": "LoadAudio",
+    "_meta": {
+      "title": "加载音频"
+    }
+  },
+  "155": {
+    "inputs": {
+      "scheduler": "simple",
+      "steps": 4,
+      "denoise": 1,
+      "model": [
+        "78",
+        0
+      ]
+    },
+    "class_type": "BasicScheduler",
+    "_meta": {
+      "title": "基本调度器"
+    }
+  },
+  "156": {
+    "inputs": {
+      "sampler_name": "sa_solver"
+    },
+    "class_type": "KSamplerSelect",
+    "_meta": {
+      "title": "K采样器选择"
+    }
+  },
+  "157": {
+    "inputs": {
+      "noise_seed": 119793574405627
+    },
+    "class_type": "RandomNoise",
+    "_meta": {
+      "title": "随机噪波"
+    }
+  },
+  "158": {
+    "inputs": {
+      "scheduler": "simple",
+      "steps": 4,
+      "denoise": 1,
+      "model": [
+        "78",
+        0
+      ]
+    },
+    "class_type": "BasicScheduler",
+    "_meta": {
+      "title": "基本调度器"
+    }
+  },
+  "159": {
+    "inputs": {
+      "sampler_name": "sa_solver"
+    },
+    "class_type": "KSamplerSelect",
+    "_meta": {
+      "title": "K采样器选择"
+    }
+  },
+  "160": {
+    "inputs": {
+      "noise_seed": 119793574405627
+    },
+    "class_type": "RandomNoise",
+    "_meta": {
+      "title": "随机噪波"
+    }
+  },
+  "179": {
+    "inputs": {
+      "prompt": "一只机器人走进图1场景中，它走到沙发前坐下",
+      "width": 768,
+      "height": 768,
+      "length": 124,
+      "ref_image_size": "match",
+      "clip": [
+        "13",
+        0
+      ],
+      "vae": [
+        "11",
+        0
+      ],
+      "audio_vae": [
+        "24",
+        0
+      ],
+      "ref_images.ref_image_0": [
+        "195",
+        0
+      ],
+      "ref_images.ref_image_1": [
+        "200",
+        0
+      ]
+    },
+    "class_type": "MiniMaxH3ReferenceToVideo",
+    "_meta": {
+      "title": "MiniMax H3 Reference to Video"
+    }
+  },
+  "180": {
+    "inputs": {
+      "scheduler": "simple",
+      "steps": 4,
+      "denoise": 1,
+      "model": [
+        "78",
+        0
+      ]
+    },
+    "class_type": "BasicScheduler",
+    "_meta": {
+      "title": "基本调度器"
+    }
+  },
+  "181": {
+    "inputs": {
+      "model": [
+        "78",
+        0
+      ],
+      "conditioning": [
+        "179",
+        0
+      ]
+    },
+    "class_type": "BasicGuider",
+    "_meta": {
+      "title": "基本引导器"
+    }
+  },
+  "182": {
+    "inputs": {
+      "sampler_name": "sa_solver"
+    },
+    "class_type": "KSamplerSelect",
+    "_meta": {
+      "title": "K采样器选择"
+    }
+  },
+  "184": {
+    "inputs": {
+      "noise_seed": 119793574405627
+    },
+    "class_type": "RandomNoise",
+    "_meta": {
+      "title": "随机噪波"
+    }
+  },
+  "185": {
+    "inputs": {
+      "noise": [
+        "184",
+        0
+      ],
+      "guider": [
+        "181",
+        0
+      ],
+      "sampler": [
+        "182",
+        0
+      ],
+      "sigmas": [
+        "180",
+        0
+      ],
+      "latent_image": [
+        "179",
+        1
+      ]
+    },
+    "class_type": "SamplerCustomAdvanced",
+    "_meta": {
+      "title": "自定义采样器（高级）"
+    }
+  },
+  "186": {
+    "inputs": {
+      "samples": [
+        "185",
+        0
+      ],
+      "vae": [
+        "11",
+        0
+      ]
+    },
+    "class_type": "VAEDecode",
+    "_meta": {
+      "title": "VAE解码"
+    }
+  },
+  "187": {
+    "inputs": {
+      "samples": [
+        "185",
+        1
+      ],
+      "vae": [
+        "24",
+        0
+      ]
+    },
+    "class_type": "VAEDecodeAudio",
+    "_meta": {
+      "title": "VAE解码（音频）"
+    }
+  },
+  "188": {
+    "inputs": {
+      "fps": 24,
+      "bit_depth": 8,
+      "images": [
+        "186",
+        0
+      ],
+      "audio": [
+        "187",
+        0
+      ]
+    },
+    "class_type": "CreateVideo",
+    "_meta": {
+      "title": "创建视频"
+    }
+  },
+  "189": {
+    "inputs": {
+      "filename_prefix": "video/ComfyUI",
+      "format": "auto",
+      "codec": "auto",
+      "video": [
+        "188",
+        0
+      ]
+    },
+    "class_type": "SaveVideo",
+    "_meta": {
+      "title": "保存视频"
+    }
+  },
+  "195": {
+    "inputs": {
+      "image": "sofa.png"
+    },
+    "class_type": "LoadImage",
+    "_meta": {
+      "title": "加载图像"
+    }
+  },
+  "200": {
+    "inputs": {
+      "image": "3d_hunyuan3d-v2.1_input_image.png"
+    },
+    "class_type": "LoadImage",
+    "_meta": {
+      "title": "加载图像"
+    }
+  }
+}
\ No newline at end of file