MiniMax H3-Image pDMD LoRA Goes Two-Step

This is a meaningful local-inference improvement, though “real-time” oversells it: the measured gain is roughly 1.4× on an H200, not 3×.

• –pDMD enables a genuine two-step operating point instead of simply truncating the stock schedule.
• –The merged 40GB checkpoint and standalone LoRA make ComfyUI deployment straightforward.
• –Apple Silicon users get an MPS loading path, but the 33B model still demands substantial unified memory.
• –A detail-refinement pass can improve results, but it reduces the latency advantage.
• –The LoRA is Apache-2.0, while generated output remains subject to MiniMax H3’s community-license terms. [ArtRealmAI](https://artrealmai.com/article/minimax-h3-image-2-step-pdmd-lora-comfyui)