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Apply the same GRPO RL process as R1-Zero with rule-based reward (for reasoning tasks), but also model-based reward (for non-reasoning tasks, helpfulness, and harmlessness). This produced DeepSeek-R1. Distilled models were trained by SFT on 800K data synthesized from DeepSeek-R1, in a similar way as step 3. They were not trained with RL. [42]
“We reproduced DeepSeek R1-Zero in the CountDown game, and it just works,” Berkeley PhD student Jiayi Pan, who led the research, wrote on X. “And it costs <$30 to train the model.
DeepSeek, an AI lab from China, is the latest challenger to the likes of ChatGPT. Its R1 model appears to match rival offerings from OpenAI, Meta, and Google at a fraction of the cost.
DeepSeek astonished the sector two weeks ago by releasing a reasoning model called R1 that could match o1’s performance in many tasks, despite the fact that it cost a fraction as much to train.
The R1 model made public last week appears to match OpenAI’s newer 01 models on several ... “DeepSeek R1 is AI’s Sputnik moment,” the prominent venture capitalist said in a post on X.
DeepSeek [a] is a chatbot created by the Chinese artificial intelligence company DeepSeek.. On 10 January 2025, DeepSeek released the chatbot, based on the DeepSeek-R1 model, for iOS and Android; by 27 January, DeepSeek-R1 had surpassed ChatGPT as the most-downloaded freeware app on the iOS App Store in the United States, [1] causing Nvidia's share price to drop by 18%.
DeepSeek-R1, launched last week, is 20 to 50 times more affordable to use than OpenAI's o1 model, depending on the task, according to a post on DeepSeek's official WeChat account.
OpenAI introduced o3-mini, a cost-efficient reasoning AI model, on Friday. The release comes as DeepSeek's R1 model shakes up the tech industry. OpenAI said the o3-mini excels in science, math ...
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