DeepSeek V4 Flash 284B (13B active)
on NVIDIA RTX Pro 6000 Blackwell · ds4 · 2,048 ctx
Use cases
agentictool-uselong-context
Summary
User reports DeepSeek-V4-Flash q2-imatrix at 45.9 t/s generation and 362.3 t/s prefill on an RTX Pro 6000 Blackwell 96GB at 2048 context.
Setup is ds4 with q2-imatrix GGUF, fp16 dequant cache disabled and MTP off, fully resident at ~91 GB peak. The 80.76 GB model only fits with DS4_CUDA_Q8_F16_CACHE_MB=0; MTP adds 3.5 GB and pushes over 96 GB.
Generation beats posted M5 Max and DGX Spark GB10 q2 numbers; prefill is about equal to Spark. At 28672 context generation drops to 40.6 t/s. The user notes the card is tight for this model and heavier ds4_test sessions OOM.