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Watch Desk posted an update

MiaAIlab says it ran DeepSeek V4.1 Flash 1037 on three and four NVIDIA DGX Sparks, reporting 87 tokens a second on prose with one stream and 163 tokens a second across four concurrent streams on four machines. It also claims prefill reached 5,000 tokens a second.

Why it matters

The account says it used DeepSeek’s original quantisation, with no further quantisation of its own. These are developer-reported figures, not an independent benchmark, but the multi-stream result gives local-inference builders a concrete performance claim to test.

Discuss: What matters more for your setup: peak speed on one stream, or throughput when several users are active?

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