<h1 id="moss-dmd-8-step-qkv-forge-neo-fix">MOSS DMD 8-Step — QKV Forge Neo Fix</h1>Experimental LoRA Compatibility Conversion | MOSS-Image-SFTAn experimental QKV-compatible conversion of the original MOSS-Image-SFT 8-Step DMD LoRA, developed by lodestones.This version adapts the original separate Q, K and V LoRA projections into fused QKV projections for improved compatibility with MOSS-Image INT8 checkpoints in Forge Neo.<h3 id="what's-different">What's Different?</h3><ul><li>Original Q/K/V projections converted into fused QKV LoRA layers.</li><li>All 42 transformer blocks processed.</li><li>168 LoRA modules recognized by Forge Neo.</li><li>No unmatched LoRA keys reported during loading.</li><li>Successfully tested with 8-step image generation.</li><li>No additional training performed.</li></ul><h3 id="tested-configuration">Tested Configuration</h3><ul><li>Base model: MOSS-Image-SFT INT8</li><li>Text encoder: Qwen3.5-9B W4A8 GPTQ</li><li>VAE: FLUX.2</li><li>Interface: Forge Neo</li><li>Steps: 8</li><li>CFG: 1.0 1.5</li><li>LoRA strength: 1.0</li><li>GPU: NVIDIA RTX 3060 Laptop 6 GB</li></ul><h3 id="important-notes">Important Notes</h3>This is an experimental compatibility conversion, not a new DMD distillation or independently trained acceleration LoRA.The original DMD project uses a specialized sampling algorithm. This conversion improves LoRA layer compatibility but does not implement the complete official DMD sampler.Image quality and compatibility may vary across checkpoints, samplers and Forge versions.<h3 id="credits">Credits</h3>Original DMD LoRA and distillation: lodestones <a target="_blank" rel="ugc" href="https://huggingface.co/lodestones/MOSS-Image-SFT-8-steps-dmd">https://huggingface.co/lodestones/MOSS-Image-SFT-8-steps-dmd</a>Original MOSS-Image model: OpenMOSS Team <a target="_blank" rel="ugc" href="https://huggingface.co/OpenMOSS-Team/MOSS-Image-SFT">https://huggingface.co/OpenMOSS-Team/MOSS-Image-SFT</a>QKV compatibility conversion and Forge Neo testing: Vince<h3 id="license">License</h3>Apache License 2.0, following the original project license. This modified distribution must retain applicable license and attribution notices.Independent community modification. Not an official lodestones or OpenMOSS release.

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