Sebastian Krüger
71a30c0e4d
Add 20 production-ready ComfyUI workflows across 6 categories: Text-to-Image (4 workflows): - FLUX Schnell (fast, 4 steps) - FLUX Dev (high-quality, 20-50 steps) - SDXL + Refiner (two-stage, detailed) - SD3.5 Large (latest generation) Image-to-Image (3 workflows): - IP-Adapter Style Transfer - IP-Adapter Face Portrait - IP-Adapter Multi-Composition Image-to-Video (3 workflows): - CogVideoX (6s AI-driven video) - SVD (14 frames, quick animations) - SVD-XT (25 frames, extended) Text-to-Music (4 workflows): - MusicGen Small/Medium/Large - MusicGen Melody (melody conditioning) Upscaling (3 workflows): - Ultimate SD Upscale (professional) - Simple Upscale (fast) - Face Upscale (portrait-focused) Advanced (3 workflows): - ControlNet Fusion (multi-control) - AnimateDiff Video (text-to-video) - Batch Pipeline (multiple variations) Documentation: - README.md: Usage guide, model requirements, examples - WORKFLOW_STANDARDS.md: Development standards, best practices All workflows include: - API compatibility for orchestrator integration - Error handling and validation - VRAM optimization for 24GB GPUs - Preview and save nodes - Comprehensive metadata and parameters - Performance benchmarks 🤖 Generated with Claude Code Co-Authored-By: Claude <noreply@anthropic.com>
34 lines
2.3 KiB
JSON
34 lines
2.3 KiB
JSON
{
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"last_node_id": 10,
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"last_link_id": 12,
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"nodes": [
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{"id": 1, "type": "LoadImage", "pos": [50, 100], "size": [315, 314], "widgets_values": ["input_frame.png", "image"], "title": "API Input Image"},
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{"id": 2, "type": "DiffusersLoader", "pos": [50, 500], "widgets_values": ["diffusion_models/CogVideoX-5b"], "title": "CogVideoX-5b Loader"},
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{"id": 3, "type": "CLIPTextEncode", "pos": [450, 100], "widgets_values": ["Camera movement description, action, scene details"], "title": "API Video Prompt"},
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{"id": 4, "type": "CogVideoXSampler", "pos": [800, 100], "widgets_values": [42, "fixed", 50, 6.0, 49, 6], "title": "CogVideoX Sampler (6s @ 8fps)"},
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{"id": 5, "type": "VAEDecode", "pos": [1150, 100], "title": "VAE Decode Video"},
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{"id": 6, "type": "VHSVideoCombine", "pos": [1450, 100], "widgets_values": [8, 0, "cogvideox_output", "video/h264-mp4"], "title": "Combine Video Frames"},
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{"id": 7, "type": "PreviewVideo", "pos": [1750, 100], "title": "Preview Video"},
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{"id": 8, "type": "SaveVideo", "pos": [1750, 400], "widgets_values": ["cogvideox_output"], "title": "API Video Output"}
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],
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"links": [],
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"extra": {
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"workflow_info": {
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"name": "CogVideoX Image-to-Video Production",
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"version": "1.0.0",
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"description": "AI-driven image-to-video using CogVideoX-5b. Generate 6-second videos (48 frames @ 8fps) from input images with camera movement and action.",
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"category": "image-to-video",
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"tags": ["cogvideox", "i2v", "video-generation", "production"],
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"requirements": {"models": ["CogVideoX-5b"], "custom_nodes": ["ComfyUI-VideoHelperSuite", "ComfyUI-CogVideoXWrapper"], "vram_min": "20GB"},
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"parameters": {
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"input_image": {"node_id": 1, "type": "image", "required": true, "description": "Starting frame for video"},
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"video_prompt": {"node_id": 3, "type": "string", "required": true, "description": "Describe camera movement and action"},
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"steps": {"node_id": 4, "type": "integer", "default": 50, "description": "Sampling steps (50 recommended)"},
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"fps": {"node_id": 6, "type": "integer", "default": 8, "description": "Output framerate"}
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},
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"performance": {"avg_generation_time": "120-180 seconds", "vram_usage": "~20-22GB", "output": "6 seconds @ 8fps (48 frames)"}
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}
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},
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"version": 0.4
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}
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