Replaces hardcoded SCALE_FACTOR/SHIFT_FACTOR with model.latent_format.process_in/out so LCS works with any model (FLUX, LTXV, SD, etc). Adds LTXAV packed tensor unpack/repack support for audio+video models. All hooks (color, tone, sharpness, observer) now use the model-aware conversion from args["model"].