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Hope to improve the performance of Docker Ollama-CPU, especially for multi-threaded CPU optimization and high memory usage control #1634

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opened 2025-11-11 14:48:52 -06:00 by GiteaMirror · 0 comments
GiteaMirror commented 2025-11-11 14:48:52 -06:00
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Originally created by @shenyan-008 on GitHub (Jul 29, 2024).

I am using Windows 10 docker Ollama-CPU. First of all, this is a great project. However, it is not very friendly to multi-threaded CPUs. It can only support 64 CPU threads at most. I have a CPU with 192 threads, but it causes a lot of performance waste when using this project. Can this project optimize multi-threaded CPUs? And the project's memory overhead is too huge. Suppose I actually only need to use 132GB of memory, but the actual memory usage is 200GB, which is equivalent to the maximum memory limit I gave under ".wslconfig"

Originally created by @shenyan-008 on GitHub (Jul 29, 2024). I am using Windows 10 docker Ollama-CPU. First of all, this is a great project. However, it is not very friendly to multi-threaded CPUs. It can only support 64 CPU threads at most. I have a CPU with 192 threads, but it causes a lot of performance waste when using this project. Can this project optimize multi-threaded CPUs? And the project's memory overhead is too huge. Suppose I actually only need to use 132GB of memory, but the actual memory usage is 200GB, which is equivalent to the maximum memory limit I gave under ".wslconfig"
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Reference: github-starred/open-webui#1634
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