{ "last_node_id": 12, "nodes": [ {"id": 1, "type": "CheckpointLoaderSimple", "pos": [50, 100], "widgets_values": ["diffusers/stable-diffusion-xl-base-1.0"], "title": "SDXL Checkpoint Loader"}, {"id": 2, "type": "AnimateDiffLoader", "pos": [50, 300], "widgets_values": ["mm_sd_v15_v2.ckpt"], "title": "AnimateDiff Motion Module"}, {"id": 3, "type": "CLIPTextEncode", "pos": [450, 100], "widgets_values": ["A person walking through a forest, cinematic movement"], "title": "API Video Prompt"}, {"id": 4, "type": "CLIPTextEncode", "pos": [450, 350], "widgets_values": ["static, blurry, low quality"], "title": "API Negative Prompt"}, {"id": 5, "type": "EmptyLatentImage", "pos": [450, 600], "widgets_values": [512, 512, 16], "title": "API Latent Config (16 frames)"}, {"id": 6, "type": "AnimateDiffSampler", "pos": [800, 100], "widgets_values": [42, "fixed", 25, 7.5, "dpmpp_2m", "karras"], "title": "AnimateDiff Sampler"}, {"id": 7, "type": "VAEDecode", "pos": [1150, 100], "title": "VAE Decode Video"}, {"id": 8, "type": "VHSVideoCombine", "pos": [1450, 100], "widgets_values": [8, 0, "animatediff_output", "video/h264-mp4"], "title": "Combine Frames"}, {"id": 9, "type": "PreviewVideo", "pos": [1750, 100], "title": "Preview Video"}, {"id": 10, "type": "SaveVideo", "pos": [1750, 350], "widgets_values": ["animatediff_output"], "title": "API Video Output"} ], "extra": { "workflow_info": { "name": "AnimateDiff Video Production", "version": "1.0.0", "description": "Text-to-video generation using AnimateDiff. Create animated sequences from text prompts with natural motion.", "category": "advanced", "tags": ["animatediff", "text-to-video", "animation", "advanced", "production"], "requirements": {"models": ["stable-diffusion-xl-base-1.0", "animatediff-motion-module"], "custom_nodes": ["ComfyUI-AnimateDiff-Evolved", "ComfyUI-VideoHelperSuite"], "vram_min": "18GB"}, "parameters": { "prompt": {"node_id": 3, "type": "string", "required": true, "description": "Describe action and movement"}, "frames": {"node_id": 5, "type": "integer", "default": 16, "description": "Number of frames (8-32)"}, "fps": {"node_id": 8, "type": "integer", "default": 8} }, "performance": {"avg_generation_time": "60-90 seconds", "vram_usage": "~16-20GB", "output": "16 frames (~2s @ 8fps)"}, "use_cases": ["Text-to-video animation", "Character animations", "Motion graphics", "Animated storyboards"] } }, "version": 0.4 }