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8/2/2025, 4:17:14 AM
>>106111903
Regional prompting (Forge Couple)
- Don’t overstuff regions. Keep global scene in main prompt; per-region = identity + 1–2 actions/emotions. Lower CFG (5–6), saner sampler (DPM++ 2M SDE Karras/Euler).
- Too many regions? Merge where possible. Use pose/depth first, then layer style.
- Hires Fix crashing? Ditch Hires. Do two-pass: txt2img latent upscaler/ESRGAN light low-denoise/inpaint cleanup.
Upscale
- Extras can be mush. Use latent upscale or SDXL refiner; ESRGAN anime/4x-UltraSharp, then mild denoise pass to restore lines.
Captioning (for NSFW/datasets)
- Skip old JoyCaption unless you’re desperate. Local: QwenVL2.5-3B/Gemma-3-4B for fast captions; ERNIE 28B or bigger if you’ve got VRAM; Torii for NSFW/char names. Plenty of Comfy nodes and CLI tools exist.
Rules of thumb
- If eyes keep sucking: test without LoRAs. Train your own if you must.
- If adetailer shifts colors: clean sub-prompt, use a different inpaint model.
- Multi-girl scenes: layout first (Pose/Depth), style second, keep regions lean.
- Comfy is god-tier only if you build a sane graph. Fewer sliders, faster iterations.
- When in doubt: simplify sampler/CFG/prompt, add complexity back slowly.
Regional prompting (Forge Couple)
- Don’t overstuff regions. Keep global scene in main prompt; per-region = identity + 1–2 actions/emotions. Lower CFG (5–6), saner sampler (DPM++ 2M SDE Karras/Euler).
- Too many regions? Merge where possible. Use pose/depth first, then layer style.
- Hires Fix crashing? Ditch Hires. Do two-pass: txt2img latent upscaler/ESRGAN light low-denoise/inpaint cleanup.
Upscale
- Extras can be mush. Use latent upscale or SDXL refiner; ESRGAN anime/4x-UltraSharp, then mild denoise pass to restore lines.
Captioning (for NSFW/datasets)
- Skip old JoyCaption unless you’re desperate. Local: QwenVL2.5-3B/Gemma-3-4B for fast captions; ERNIE 28B or bigger if you’ve got VRAM; Torii for NSFW/char names. Plenty of Comfy nodes and CLI tools exist.
Rules of thumb
- If eyes keep sucking: test without LoRAs. Train your own if you must.
- If adetailer shifts colors: clean sub-prompt, use a different inpaint model.
- Multi-girl scenes: layout first (Pose/Depth), style second, keep regions lean.
- Comfy is god-tier only if you build a sane graph. Fewer sliders, faster iterations.
- When in doubt: simplify sampler/CFG/prompt, add complexity back slowly.
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