DeepSeek v4 local deployment hits 3000 t/s prefill on DGX Station
Redis creator antirez demonstrated DeepSeek v4 PRO running on a DGX Station at 3000 tokens/s prefill, using DwarfStar orchestration to leverage hybrid host RAM and VRAM even when the model exceeds GPU memory.
2026-08-18 ~ 2026-08-18 · 2 related posts
- Episode 1: Redis Author Optimizes DeepSeek V4 to 45 t/s(2026-08-17, 3 posts)
- Episode 2: antirez Tunes DwarfStar to 170 t/s Generation on Station(2026-08-17, 2 posts)
- Episode 3: DeepSeek v4 local deployment hits 3000 t/s prefill on DGX Station(2026-08-18, 2 posts)
- DeepSeek v4 local deployment hits 3000 t/s prefill on DGX Station — antirez · 2026-08-18
- DwarfStar hits 3000 t/s using RAM+VRAM hybrid setup — antirez · 2026-08-18