Daily Productive Sharing 1175 - What DeepSeek Means for Everyone
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What does DeepSeek’s progress mean for the public? Om Malik draws historical parallels to explain:
- DeepSeek has not only drastically reduced the cost of training large models but has also made these methods publicly available.
- This innovation significantly lowers GPU usage costs and improves their availability, benefiting everyone.
- 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：
- 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；
- 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；
- 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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