DeepSeek V4: Million-Token Context That Actually Works

DeepSeek V4 delivers a 1 million-token context that is actually usable, solving the GPU memory issue with a hybrid attention architecture that compresses the KV cache by nearly 9x. This makes it a practical solution for long-context inference, unlike many other models.