Summary
User reports DeepSeek V4 Flash serving on an M3 Ultra 512GB with the ds4 engine, with cold prefill improved from 392 to 475 t/s at 64k context through kernel optimizations.
Cache prewarming with max_tokens:0 yields roughly 10x speedup for chat turns, from 6-20s down to 1.6s.