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Fixing things

VRAM ceilings, faces and hands, upscaling, merges, and comparing models honestly.

4 articles

Leaving A1111 in 2026: Forge, SwarmUI, SD.Next Compared

Forge, SwarmUI, and SD.Next as A1111 replacements — what breaks, what survives, extension migration guide.

Latent vs Model Upscaling: Complete AI Image Guide

Compare latent upscaling, model upscalers, hires fix, and tiled workflows. Learn which method works best for photorealistic vs illustr…

Merge Stable Diffusion Checkpoints: Methods & Block Weights

Merge Stable Diffusion checkpoints: weighted sum vs add difference, SDXL block weights, merge vs LoRA, and how to evaluate the result.

Fix Faces and Hands with ADetailer and FaceDetailer

Compare ADetailer for A1111/Forge and FaceDetailer for ComfyUI — automatic inpainting that detects faces, hands, and persons.

AI videoTraining LoRAsModels of 2026ComfyUIPrompting and control

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