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Runtime dependency: raise the MLX-Gen optional runtime floor to mlx-gen>=0.18.13,<0.19.0 so Apple Silicon installs pick up the current SeedVR2 upscaler, official base-model support, canonical q8/q4 packages, and the latest image-edit fixes.
MLX-Gen SeedVR2: surface official ByteDance-Seed/SeedVR2-3B and ByteDance-Seed/SeedVR2-7B base models plus canonical AbstractFramework/seedvr2-{3b,7b}-{8bit,4bit} packages. Short selectors such as seedvr2-3b resolve to the recommended 8-bit package, while exact q4/q8 model ids remain exact.
CLI/Core integration: add one-shot abstractvision upscale with default mlx-gen/AbstractFramework/seedvr2-3b-8bit, AbstractCore plugin tool support, and residency/catalog support for upscaler-only models.
Progress events: relay SeedVR2 denoise-step progress through the same normalized progress event surface used by image/video generation, with task="image_upscale".