{
 "92": {
  "_meta": {
   "title": "Save Video"
  },
  "inputs": {
   "codec": "auto",
   "video": [
    "130",
    0
   ],
   "format": "auto",
   "format.codec": "auto",
   "filename_prefix": "video/anime_seq_adapter_first_frame"
  },
  "class_type": "SaveVideo"
 },
 "119": {
  "_meta": {
   "title": "Load VAE"
  },
  "inputs": {
   "vae_name": "minimax_h3_video_vae_fp16.safetensors"
  },
  "class_type": "VAELoader"
 },
 "120": {
  "_meta": {
   "title": "Load VAE"
  },
  "inputs": {
   "vae_name": "minimax_h3_audio_vae_fp32.safetensors"
  },
  "class_type": "VAELoader"
 },
 "121": {
  "_meta": {
   "title": "VAE Decode Audio"
  },
  "inputs": {
   "vae": [
    "120",
    0
   ],
   "samples": [
    "125",
    0
   ]
  },
  "class_type": "VAEDecodeAudio"
 },
 "122": {
  "_meta": {
   "title": "VAE Decode"
  },
  "inputs": {
   "vae": [
    "119",
    0
   ],
   "samples": [
    "125",
    0
   ]
  },
  "class_type": "VAEDecode"
 },
 "123": {
  "_meta": {
   "title": "KSamplerSelect"
  },
  "inputs": {
   "sampler_name": "euler"
  },
  "class_type": "KSamplerSelect"
 },
 "124": {
  "_meta": {
   "title": "BasicScheduler"
  },
  "inputs": {
   "model": [
    "145",
    0
   ],
   "steps": 55,
   "denoise": 1.0,
   "scheduler": "simple"
  },
  "class_type": "BasicScheduler"
 },
 "125": {
  "_meta": {
   "title": "SamplerCustomAdvanced"
  },
  "inputs": {
   "noise": [
    "129",
    0
   ],
   "guider": [
    "126",
    0
   ],
   "sigmas": [
    "124",
    0
   ],
   "sampler": [
    "123",
    0
   ],
   "latent_image": [
    "136",
    1
   ]
  },
  "class_type": "SamplerCustomAdvanced"
 },
 "126": {
  "_meta": {
   "title": "BasicGuider"
  },
  "inputs": {
   "model": [
    "145",
    0
   ],
   "conditioning": [
    "136",
    0
   ]
  },
  "class_type": "BasicGuider"
 },
 "127": {
  "_meta": {
   "title": "MiniMax H3 open weights, reference-to-video (the base the seq adapter was trained on)"
  },
  "inputs": {
   "unet_name": "minimax_h3_ref2va_bf16.safetensors",
   "weight_dtype": "default"
  },
  "class_type": "UNETLoader"
 },
 "128": {
  "_meta": {
   "title": "Load CLIP"
  },
  "inputs": {
   "type": "minimax",
   "device": "default",
   "clip_name": "qwen3vl_32b_minimax_h3_bf16.safetensors"
  },
  "class_type": "CLIPLoader"
 },
 "129": {
  "_meta": {
   "title": "RandomNoise"
  },
  "inputs": {
   "noise_seed": 42
  },
  "class_type": "RandomNoise"
 },
 "130": {
  "_meta": {
   "title": "Create video at 24 fps (H3's native rate)"
  },
  "inputs": {
   "fps": 24.0,
   "audio": [
    "121",
    0
   ],
   "images": [
    "122",
    0
   ],
   "bit_depth": 10,
   "color_space": "sRGB"
  },
  "class_type": "CreateVideo"
 },
 "131": {
  "_meta": {
   "title": "seconds -> frames, snapped to 17n+5"
  },
  "inputs": {
   "values.a": [
    "132",
    0
   ],
   "expression": "max(5, round(a * 24)) + (5 - (max(5, round(a * 24)) % 17)) % 17"
  },
  "class_type": "ComfyMathExpression"
 },
 "132": {
  "_meta": {
   "title": "CLIP LENGTH (seconds) -> frames, snapped to 17n+5 at 24 fps"
  },
  "inputs": {
   "value": 5.0
  },
  "class_type": "PrimitiveFloat"
 },
 "136": {
  "_meta": {
   "title": "MiniMax H3 Reference to Video"
  },
  "inputs": {
   "vae": [
    "119",
    0
   ],
   "clip": [
    "128",
    0
   ],
   "width": 1344,
   "height": 768,
   "length": [
    "131",
    1
   ],
   "prompt": [
    "138",
    0
   ],
   "audio_vae": [
    "120",
    0
   ],
   "ref_image_size": "max",
   "ref_images.ref_image_0": [
    "137",
    0
   ]
  },
  "class_type": "MiniMaxH3ReferenceToVideo"
 },
 "137": {
  "_meta": {
   "title": "FIRST FRAME: your key drawing -> <Picture 1> (replace FIRST_FRAME.png)"
  },
  "inputs": {
   "image": "#inputs/FIRST_FRAME.png"
  },
  "class_type": "LoadImage",
  "is_changed": [
   "c6d50ed467bfdb31067cc5d2d2f49348eeb204a424f9c85a834e987611c2205e"
  ]
 },
 "138": {
  "_meta": {
   "title": "Prompt: alignment line, then Subject, Action, Camera, Preserve"
  },
  "inputs": {
   "value": "Picture 1 aligns with the 0.00-second mark of the target video. Subject: Hand-drawn lofi anime, thin grainy pencil line, flat pale colour; Emmy, blonde elf, top bun, pale blue jacket, sitting barefoot in a wooden bus shelter in rain; animated on twos. Action: Steady rain falls across the empty country road and drops ring in the puddles while the lamp inside the shelter glows steady. Emmy slowly swings her bare feet once or twice, then turns her head to look down the road toward the right of the frame and holds that look. The birch branches sway a little in the wind. Her shoes stay on the bench beside her the whole time. Camera: a static wide shot that holds still. Preserve: the stillness and quiet, the shoes on the bench, the shelter and road, the pencil line and the on-twos rhythm."
  },
  "class_type": "PrimitiveStringMultiline"
 },
 "145": {
  "_meta": {
   "title": "Sigma Shift - video 12.0 / audio 3.0 (required)"
  },
  "inputs": {
   "model": [
    "146",
    0
   ],
   "shift_audio": 3.0,
   "shift_video": 12.0
  },
  "class_type": "MiniMaxH3SigmaShift"
 },
 "146": {
  "_meta": {
   "title": "seq adapter LoRA: 1.0 for seq; set 0 (or bypass) for the H3 open weights on this reference-to-video path"
  },
  "inputs": {
   "model": [
    "127",
    0
   ],
   "lora_name": "h3_seq_step12000.safetensors",
   "strength_model": 1.0
  },
  "class_type": "LoraLoaderModelOnly"
 }
}