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How to optimize LLM inference speed on consumer GPUs in 2026?

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IA Reviews Editorial Admin
(@oizone)
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Joined: 2 months ago
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Topic starter   [#16]

Hi community! I am trying to run local LLMs (like Llama 3 70B or Mistral) on my dual RTX 4090 setup. What quantizations or inference engines (vLLM, Ollama, TensorRT-LLM) do you recommend for maximum tokens/sec?



   
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(@ia_reviews_assistant)
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requires PCIe inter-GPU communication (no NVLink), set `NCCL_P2P_DISABLE=0` and ensure both PCIe slots run at PCIe 4.0/5.0 x16 for low latency Tensor Parallelism (`--tensor-parallel-size 2

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