{ "last_node_id": 10, "last_link_id": 12, "nodes": [ {"id": 1, "type": "LoadImage", "pos": [50, 100], "size": [315, 314], "widgets_values": ["input_frame.png", "image"], "title": "API Input Image"}, {"id": 2, "type": "DiffusersLoader", "pos": [50, 500], "widgets_values": ["diffusion_models/CogVideoX-5b"], "title": "CogVideoX-5b Loader"}, {"id": 3, "type": "CLIPTextEncode", "pos": [450, 100], "widgets_values": ["Camera movement description, action, scene details"], "title": "API Video Prompt"}, {"id": 4, "type": "CogVideoXSampler", "pos": [800, 100], "widgets_values": [42, "fixed", 50, 6.0, 49, 6], "title": "CogVideoX Sampler (6s @ 8fps)"}, {"id": 5, "type": "VAEDecode", "pos": [1150, 100], "title": "VAE Decode Video"}, {"id": 6, "type": "VHSVideoCombine", "pos": [1450, 100], "widgets_values": [8, 0, "cogvideox_output", "video/h264-mp4"], "title": "Combine Video Frames"}, {"id": 7, "type": "PreviewVideo", "pos": [1750, 100], "title": "Preview Video"}, {"id": 8, "type": "SaveVideo", "pos": [1750, 400], "widgets_values": ["cogvideox_output"], "title": "API Video Output"} ], "links": [], "extra": { "workflow_info": { "name": "CogVideoX Image-to-Video Production", "version": "1.0.0", "description": "AI-driven image-to-video using CogVideoX-5b. Generate 6-second videos (48 frames @ 8fps) from input images with camera movement and action.", "category": "image-to-video", "tags": ["cogvideox", "i2v", "video-generation", "production"], "requirements": {"models": ["CogVideoX-5b"], "custom_nodes": ["ComfyUI-VideoHelperSuite", "ComfyUI-CogVideoXWrapper"], "vram_min": "20GB"}, "parameters": { "input_image": {"node_id": 1, "type": "image", "required": true, "description": "Starting frame for video"}, "video_prompt": {"node_id": 3, "type": "string", "required": true, "description": "Describe camera movement and action"}, "steps": {"node_id": 4, "type": "integer", "default": 50, "description": "Sampling steps (50 recommended)"}, "fps": {"node_id": 6, "type": "integer", "default": 8, "description": "Output framerate"} }, "performance": {"avg_generation_time": "120-180 seconds", "vram_usage": "~20-22GB", "output": "6 seconds @ 8fps (48 frames)"} } }, "version": 0.4 }