DeepSeek has just rolled out DeepSeek-V4 Preview, open-sourcing the model and making 1M context the default across its services. The launch includes V4-Pro and V4-Flash, plus new sparse attention and compression claims, fresh API pricing, and a planned 2026 retirement for older models.