Balance is a separately compiled high-throughput model variant for RDK S600. It keeps the original LocateAnything-3B architecture and tokenizer, but uses a smaller Vision graph and a reduced Language graph configuration than Max (672).

The 448 profile is calibrated and compiled with its own Vision and Language graph shapes. Its HBM outputs use the _balance suffix so they remain separate from the Max artifacts.

Balance provides separately compiled Vision and Language HBM files. Keep the _balance suffix unchanged and use the matching Balance embedding file when one is provided. The tokenizer and model architecture remain compatible with the LocateAnything-3B model family.