Tag: vision encoder

Language models process text. Images are pixels. How can GPT-4V ‘understand’ photos? The answer: three components. A vision encoder converts images to tokens, a projection layer bridges dimensions, and an LLM reasons over both. The architecture behind Vision-Language Models—and why they still hallucinate.