{ "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", "flags": {}, "order": 0, "mode": 0, "properties": { "Node name for S&R": "LoadImage" } }, { "id": 2, "type": "DiffusersLoader", "pos": [ 50, 500 ], "widgets_values": [ "diffusion_models/CogVideoX-5b" ], "title": "CogVideoX-5b Loader", "flags": {}, "order": 1, "mode": 0, "properties": { "Node name for S&R": "DiffusersLoader" }, "size": { "0": 350, "1": 100 } }, { "id": 3, "type": "CLIPTextEncode", "pos": [ 450, 100 ], "widgets_values": [ "Camera movement description, action, scene details" ], "title": "API Video Prompt", "flags": {}, "order": 2, "mode": 0, "properties": { "Node name for S&R": "CLIPTextEncode" }, "size": { "0": 400, "1": 200 } }, { "id": 4, "type": "CogVideoXSampler", "pos": [ 800, 100 ], "widgets_values": [ 42, "fixed", 50, 6.0, 49, 6 ], "title": "CogVideoX Sampler (6s @ 8fps)", "flags": {}, "order": 3, "mode": 0, "properties": { "Node name for S&R": "CogVideoXSampler" }, "size": { "0": 315, "1": 474 } }, { "id": 5, "type": "VAEDecode", "pos": [ 1150, 100 ], "title": "VAE Decode Video", "flags": {}, "order": 4, "mode": 0, "properties": { "Node name for S&R": "VAEDecode" }, "size": { "0": 315, "1": 100 } }, { "id": 6, "type": "VHS_VideoCombine", "pos": [ 1450, 100 ], "widgets_values": [ 8, 0, "cogvideox_output", "video/h264-mp4" ], "title": "Combine Video Frames", "flags": {}, "order": 5, "mode": 0, "properties": { "Node name for S&R": "VHS_VideoCombine" }, "size": { "0": 315, "1": 100 } } ], "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 }