DeepSeek 1017 EXL3 on 3-4 DGX Sparks. TP4 4.0.4: 4,277 tok/s cold prefill; C16 code 331.7 / prose 287.5 native decode sum. Smart CUDA Graph, KV Cache and Adaptive Speculation controllers. C16/R48, 9M KV, 3.5 GiB checkpoints. TP3 1.2.8: up to +58% cold prefill. Exact recipes, source and benchmarks.
☆19Nov 4, 2026Updated this week
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