Parameter Settings Ver2.7 | 2024-2026 |

| Problem | Likely Cause | Fix | |---------|--------------|------| | | Wrong VAE or missing v2.1 VAE | Load SD2.1 VAE | | Fried, neon colors | CFG too high (>12) or Clip skip =1 | Lower CFG to 7, set Clip skip 2 | | Blurry, no detail | Steps too low (<20) or resolution not 768-based | Increase steps to 30, use 768×768 base | | Weird limbs/hands | Sampler too ancestral or CFG too low | Use DPM++ 2M Karras, increase CFG to 8 | | Image doesn't follow prompt | CFG too low (<4) or prompt too long (>75 tokens) | Raise CFG, move key terms to front | | Watermark/artifacts | Bad negative prompt or model not pruned | Add "watermark, text, logo" to negative | | Flat lighting | No Hires fix or low CFG | Enable Hires fix denoise 0.55, CFG 7.5 |

A sub-menu to change the "boot logo" to match your car's brand (Toyota, Ford, etc.). parameter settings ver2.7

SD2.1 understands negatives differently from 1.5 – be more literal. | Problem | Likely Cause | Fix |

1–20 | Typical: 5–12 | SD2.1 default: 7 In version 2

Configuration is not a chore to be relegated to a setup.sh script and forgotten. In version 2.7, parameter settings have become a strategic layer of the stack—capable of adapting to load, enforcing security policies, and even self-diagnosing misconfigurations before they cause outages.