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English(EN) DDR4/PCIe4 vs DDR5/PCIe5 for LLMs- I benchmarked them for pre-training. What are your thoughts?

DDR4/PCIe4 对比 DDR5/PCIe5 用于大语言模型预训练基准测试

一位Reddit用户对用于大语言模型预训练的DDR4/PCIe4和DDR5/PCIe5配置进行了基准测试。结果显示,DDR5/PCIe5在预训练任务中提供了15-20%的速度提升。然而,用户指出DDR5内存的成本很高,可能足以购买另一块高端GPU,而使用DDR4/PCIe4配置可能带来更高的整体吞吐量。用户还对旧款主板的可用性以及旧款PCIe代与新款GPU未来兼容性问题表示担忧。 AI

影响 DDR和PCIe代等硬件选择会影响大语言模型训练的效率和成本效益。

排序理由 用户进行的基准测试,比较了用于AI训练的硬件配置。[lever_c_demoted from research: ic=1 ai=0.7]

在 r/LocalLLaMA 阅读 →

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DDR4/PCIe4 对比 DDR5/PCIe5 用于大语言模型预训练基准测试

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用户进行的基准测试,比较了用于AI训练的硬件配置。[lever_c_demoted from research: ic=1 ai=0.7]
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报道来源 [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/Any-Winter-4079 ·

    DDR4/PCIe4 对比 DDR5/PCIe5 在 LLM 上的表现——我进行了预训练基准测试。您怎么看?

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1wvaqeb/ddr4pcie4_vs_ddr5pcie5_for_llms_i_benchmarked/"> <img alt="DDR4/PCIe4 vs DDR5/PCIe5 for LLMs- I benchmarked them for pre-training. What are your thoughts?" src="https://preview.redd.it/zm34frirrwsh1.pn…