Transformers for Text and Image Generation

Transformers have become the backbone of modern generative AI, with models like GPT-4 and DALL·E leveraging self-attention mechanisms to process and generate high-quality text and images. These models are trained on vast datasets and use deep learning architectures to predict the next token (word, pixel, etc.) based on context.

Transformers have enabled breakthroughs in text-based AI chatbots, machine translation, and creative AI tools that generate stories, poetry, and even code. They also play a significant role in AI-powered image generation, with tools like Stable Diffusion utilizing transformer-based architectures for producing visually stunning artwork.