It's a 7B "unified model" LLM/VLM (not a diffusion model!) that out-benchmarks Dall-E 3 and Stable Diffusion Medium. It's released under the DeepSeek License, which is pretty-open license that allows commercial use but restricts military use, along with a few other content-based restrictions.