Qwen3.8 Flash Next › NVIDIA RTX PRO 6000 Blackwell

Qwen3.8 Flash Next on the NVIDIA RTX PRO 6000 Blackwell

Qwen3.8 Flash Next runs at about 103 tokens/s on the NVIDIA RTX PRO 6000 Blackwell (measured, IQ3_S, CUDA, single-stream llama-server decode).

Best measured: 103 tokens/s generation (IQ3_S, CUDA). The source gives no prompt-processing figure.

Every run

QuantBackendGenerate tok/sPrompt tok/sTestBuild / by / notesSource
IQ3_SCUDA 103–decode, 4K prompt, 256 tokens3cf03257 Every layer on the card, 300 W power cap, median of three, greedy, 4,038-token prompt; no draft head (MTP off).strata2signal: Flash-Next on three cards

tg128 = generating 128 tokens; pp512 = reading a 512-token prompt (llama-bench). LocalScore averages several prompt and output lengths, so its numbers run lower than tg128. "decode, llama-server" = single-stream generation speed measured against a running llama-server (no speculative decoding).

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