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The bombshell that is China's DeepSeek model has set the AI ecosystem alight.The models are high-performing, relatively cheap, and compute-efficient, which has led many to posit that they pose an existential threat to American companies like OpenAI and Meta — and the trillions of dollars going into building, improving, and scaling US AI infrastructure.
R1 was built on top of V3 and the research paper released alongside the more advanced model doesn't include information about the hardware stack behind it. But, DeepSeek used strategies like generating its own training data to train R1, which requires more compute than using data scraped for the internet or generated by humans.This technique is often referred to as 'distillation' and is becoming a standard practice, Ambati said.
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