Generative AI (Gen-AI) has witnessed a remarkable year, marked by a surge in interest and widespread adoption across new domains and user bases. We have seen the rapid emergence of notable large language models (LLMs) including OpenAI’s ChatGPT/GPT-4 and Meta’s Llama-2 as well as powerful generative text to image diffusion models like OpenAI’s DALL-E 2, HuggingFace’s Stable Diffusion XL, and Midjourney. These models demonstrated their impressive ability to take vast amounts of information from billions of documents and examples and turn it into concise representations. They can then provide detailed natural language responses and create realistic images reflecting complex scene prompts.
