CogVLM2 is a GPT4V-level open-source multi-modal model that integrates visual and language capabilities. The model supports image understanding and extends to video comprehension through keyframe extraction, handling videos up to 1 minute. It offers multiple deployment options including TGI inference and INT4 quantized versions requiring only 16GB VRAM.