Daily Productive Sharing 1175 - What DeepSeek Means for Everyone

Dr Selfie -

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What does DeepSeek’s progress mean for the public? Om Malik draws historical parallels to explain:

  1. DeepSeek has not only drastically reduced the cost of training large models but has also made these methods publicly available.
  2. This innovation significantly lowers GPU usage costs and improves their availability, benefiting everyone.
  3. Similar events have happened in history:
    • Juniper drastically reduced the cost of routers, breaking Cisco’s monopoly and making the internet more accessible.
    • Google built its data centers using low-cost hardware, pioneering a new data center model and giving rise to technologies like Hadoop.

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DeepSeek 的进展到底对大众意味着什么？Om Malik 结合历史给出了他的解释：

  1. DeepSeek 不仅将大模型的训练成本极度拉低，还讲这些方法公之于众；
  2. 这样的创新可以大幅降低 GPU 的使用成本，并提升 GPU 的可用度，那么所有人都会受益；
  3. 历史上类似的事也发生过，一是 Juniper 大幅降低了路由器的成本，不仅打破了 Cisco 的垄断地位，也普及了互联网；二是 Google 利用低成本硬件组建自己的机房，不仅开创了新的机房建造模式，也催生出 Hadoop 等一系列新技术。

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