Strategies for deploying the DeepSeek-V3/R1 model are explored, emphasizing parallelization techniques, Multi-Token Prediction for improved efficiency, and future optimizations like Prefill Disaggregation. The article highlights the importance of adapting computational strategies for different phases of processing to enhance overall model performance.