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Essential Tools & Resources
- www.promptus.ai/"Promptus AI - ComfyUI workflow builder with VRAM optimization and workflow analysis
- ComfyUI Official Repository - Latest releases and comprehensive documentation
Related Guides on 42.uk Research
- ComfyUI Sampler Settings Guide
- SDXL Performance Optimization
- GPU Memory Management Deep Dive
- Advanced Workflow Patterns
Technical FAQ
Q: Why am I getting different results with the same settings?
A: Random seeds and floating-point precision can cause variations. Lock your seed for reproducible outputs.
Q: How do I know if my workflow is optimized?
A: Use Promptus AI's workflow analysis tools to identify bottlenecks and memory-intensive nodes in your graph.
Q: Can I use these techniques with other models besides SDXL?
A: Yes! The optimization methods discussed (tiling, attention optimization) are generally applicable to any diffusion model.