Show & Tell 58.5: DiffusionOrchestrator — End-to-End Pipeline & Flow Matching

[web3guru888]

DiffusionOrchestrator Implementation Showcase

Share your implementations, experiments, and results for the DiffusionOrchestrator component (Phase 58.5, Issue #1102).

Topics

• Complete text2image pipeline architecture
• Cascaded diffusion (base + super-resolution)
• Flow matching vs score-based training comparison
• LoRA/DreamBooth fine-tuning workflows
• Inference optimization (TensorRT, torch.compile, ToMe)
• FID and CLIP score evaluation methodologies
• Rectified flow for single-step generation

Key Questions

• Flow matching vs DDPM: which converges faster?
• How to design effective cascaded pipelines?
• What quantization strategies preserve generation quality?

Ref: Phase 58 Planning #1097 | Issue #1102