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I scaled Qwen3-8B from 1 to 8 GPUs. Throughput Increased 2.46× — Here's What Got in the Way

https://preview.redd.it/l780vfggfyxh1.png?width=1672&format=png&auto=webp&s=e82593e7b14398f452a1a25751655e609fbfc179 An inference scaling experiment with Qwen3-8B, vLLM, and RTX PRO 6000 Blackwell GPUs. I scaled Qwen3-8B from one GPU to eight, expecting a substantial increase in inference throughpu…

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  1. 2026-10-27 06:38 · r/LocalLLM
    I scaled Qwen3-8B from 1 to 8 GPUs. Throughput Increased 2.46× — Here's What Got in the Way

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