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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。
时政
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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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General Jack Keane who was awarded The Presidential Medal of Freedom by Trump: Zelenskyy’s polling is 57% favorable.. The constitution that Ukraine has prohibits elections when you declare martial law because of the state of war takes place.. The fact that their constitution is
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General Jack Keane who was awarded The Presidential Medal of Freedom by Trump: Zelenskyy’s polling is 57% favorable.. The constitution that Ukraine has prohibits elections when you declare martial law because of the state of war takes place.. The fact that their constitution is
时政
(
twitter.com)
00:02:21
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This is the definition of FAFO
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This is the definition of FAFO
Rep Carl DeMaio says California Democrats promised spending on healthcare for illegals “would be reimbursed by the Federal Medi-Cal Medicare program”
“Almost NONE of it is being reimbursed by the federal government” ‼️
“Gavin Newsom's gift of
btc
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twitter.com)
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Avdiivka. I visited the positions of the 110th «Marko Bezruchko» Mechanized Brigade. One of the toughest spots of the frontline.
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Avdiivka. I visited the positions of the 110th «Marko Bezruchko» Mechanized Brigade. One of the toughest spots of the frontline.
I personally thanked the warriors. We reviewed the defense situation and our troops’ key needs with the commander. I honored the best servicemen with…
时政
(
twitter.com)
00:01:05