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Reddit r/LocalLLaMASeptember 13, 2026

Dear 24G owners, try VLLM you might be able to run Qwen3.8 27B INT4, 144K FP8 KV on RTX 3090 with better speed. (TLDR VLLM AOT)

Excerpt

VLLM Benchmark: Prefill, Prompt processing - avg, 871.93 tok/s (3 hours constant running xhigh) - 10K prompt, 1000.26 tok/s (16 runs) - 90K prompt, 743,59 tok/s (16 runs) Decode, tok gen - avg, 38.39 tok/s (3 hours constant running xhigh) - 10K, 42.3 tok/s (16 runs) - 90K, 34 tok/s (16 runs) Preamble: I am on WSL2. Running the 27B Q5 UD GGUF through llama.cpp with 81,920 context plus MTP gives me around 25-30 tok/s. Then I found this GitHub repo: https://github.com/noonghunna/club-3090 It is bas