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从 Chain of Thought 到 aha moment和wait，看大模型的 test time scaling和深度思考
大模型们在过去的一年，都有了自己的deep search, think, reasoning, 深度思考...等关键词或者产品。
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twitter.com
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由
马东锡 NLP 🇸🇪
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从 Chain of Thought 到 aha moment和wait，看大模型的 test time scaling和深度思考
大模型们在过去的一年，都有了自己的deep search, think, reasoning, 深度思考...等关键词或者产品。
作为NLP从业者，我都会禁不住问自己，这都是些啥...😅今天就来解读这个问题，这些产品的所有本质，来自一个学术词汇，即test time scaling。
回归的第一篇，从test time scaling的角度，缕一遍从OpenAI o1 到DeepSeek R1, 从chain of thought，到所谓的aha moment。
最后，以一篇论文结束，谈谈如何微调来获得私域深度思考模型。
点击图片查看原图
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ELON: WE NEED TO GET THE GOVERNMENT OUT OF PEOPLE’S LIVES
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ELON: WE NEED TO GET THE GOVERNMENT OUT OF PEOPLE’S LIVES
“I've had many conversations with President Trump, who is very much aligned in thinking that we need significant government reform.
We need to get the government out of people's lives.
And have America be the land of
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For the past four years, our brave men and women of ICE were barred from doing their jobs—ICE needs a culture of accountability that it has been starved of under the Biden Administration.
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For the past four years, our brave men and women of ICE were barred from doing their jobs—ICE needs a culture of accountability that it has been starved of under the Biden Administration.
With President Trump’s support, I am appointing new ICE leadership to deliver results that
btc
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twitter.com)
00:00:37
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