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MOSS 4-Step v2.0 — QKV Forge Neo Fix

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Updated: Oct 23, 2026

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Type
LoRA
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Published

Oct 23, 2026

Base Model

MOSS Image

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MOSS 4-Step v2.0 — QKV Forge Neo Fix

4-Step Turbo • QKV Fusion • Low VRAM Friendly

A compatibility-optimized version of MOSS-Image-SFT 4-Step v2.0, adapted for Forge Neo.

This experimental conversion fixes the separate Q/K/V LoRA projections by combining them into fused QKV layers, allowing Forge Neo to recognize all 168 LoRA modules instead of only 126.

Features

  • 4-step fast generation

  • 6 steps also tested with excellent visual results

  • 168/168 LoRA modules recognized — 0 skipped

  • Improved QKV compatibility with Forge Neo

  • Excellent photorealism, cinematic lighting and detailed textures

  • Impressive text rendering and typography

  • Tested on RTX 3060 6GB VRAM

  • Compatible with MOSS-Image SFT INT8

SettingValueSamplerEulerSteps4 (6 optional)CFG1.0LoRA Strength1.0Base ModelMOSS-Image SFT

Credits & License

Original 4-Step LoRA by akhaliq.

Based on MOSS-Image SFT by OpenMOSS-Team, with upstream DMD contributions from lodestones.

This is an experimental QKV compatibility conversion, not a newly trained LoRA.

Licensed under Apache 2.0. Original authors retain their respective rights.

Original project: https://huggingface.co/akhaliq/MOSS-Image-SFT-4-steps

QKV conversion for Forge Neo by VINCE.

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