nota-ai

ERGO: Efficient High-Resolution Visual Understanding for Vision-Language Models ERGO (Efficient Reasoning & Guided Observation) is a large vision–language model trained with reinforcement learning on efficiency objectives, focusing on task-relevant regions to enhance accuracy and achieve up to a 3× speedup in inference. Usage > We recommend using vLLM, as its `Automatic Prefix Caching` can significantly improve inference speed.