Lamb Labs specializes in developing Model Processing Units (MPUs), which are custom-designed chips that directly integrate large language model (LLM) weights within the hardware. This approach contrasts with traditional GPUs that transfer model weights between memory and processing units. By embedding the model on the chip itself, Lamb Labs aims to significantly enhance efficiency and performance.
These MPUs are engineered to achieve token processing speeds exceeding 20,000 tokens per second, delivering intelligence capabilities that are up to 63 times more efficient per watt compared to conventional solutions. Lamb Labs’ technology focuses on optimizing AI model execution through hardware innovation, catering to applications requiring high-speed and power-efficient machine learning inference.