Here, the ML model learns to generate desirable outputs by adjusting its many knobs – often in the millions. Today, transformer models constitute the best approach for image classification, object detection and segmentation, action recognition, and a host of other tasks. While describing an image, attention allows models to look at the relevant parts of the image when generating the next word. The billion and trillion scaleIn the last year, transformer models have become larger and train on more data than before. When these colossuses train on written text, they are called large language models (LLMs).

Source: The Hindu May 10, 2023 16:54 UTC