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Generation is very slow on integrated graphics

Integrated GPUs share system memory and run at much lower throughput than a discrete card.

How to fix it

  1. 01Use the fastest small model variant instead of the fidelity-tuned one.
  2. 02Import a smaller image (512–1024 px is plenty) and skip upsampling before generation.
  3. 03Keep Modly focused in the foreground — a background tab can steal GPU time.
  4. 04Expect 2–5× longer turnaround than a discrete 6 GB card; that is the low-hardware trade-off the app is built around.