The live check measured WD14 on CUDA at 0.167 s per image (100 images in 16.7 s with the model load), so the review estimate uses 0.17 s. A finished or cancelled Auto-tag/Add tags job kept "Processing file N of N · about X min left"; it now ends with "<verb> <state> · N files processed". Part of #379