Part 7/10:
In addition, the researchers explored methods for quantizing the concept space—essentially reducing complexity while still retaining meaning. They used a technique referred to as Residual Vector Quantization (RVQ), which represents concepts with less precision effectively. Another layer to this strategy involves manipulating loss weighting, prioritizing certain aspects of text to guide the model's focus toward more critical elements.