ComfyUI CUDA out of memory
Reduce VRAM pressure using the failing stage, resolution and batch size.
Checklist → verify → recordFind the relevant exception, follow a specific checklist and verify the result.
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Reduce VRAM pressure using the failing stage, resolution and batch size.
Checklist → verify → recordIdentify unavailable node classes without installing an unrelated package.
Checklist → verify → recordCheck loader choices, model locations and compatible model families.
Checklist → verify → recordFind the first import exception in the Python environment ComfyUI actually uses.
Checklist → verify → recordTrace incompatible dimensions and model components before changing random settings.
Checklist → verify → recordSeparate missing inputs and invalid selections from runtime exceptions.
Checklist → verify → recordDetermine whether the browser, local server or external provider is failing.
Checklist → verify → recordUse the root exception to distinguish sampling, models, memory and custom nodes.
Checklist → verify → recordMatch the final exception and failing stage, not only the last node name. A loader failure, graph validation rejection and GPU allocation error are different investigations. Run local checks first; make one reversible change to a copy and verify it in ComfyUI.
Inspect a log · Check a workflow · Start from a documented template