DeepSeek's open-source AI model, DeepSeek R1, has gained rapid popularity, surpassing OpenAI's ChatGPT on Apple's app store. The model's cost-effectiveness and comparable performance in tasks like mathematics, coding, and natural language reasoning have made it a significant breakthrough in the AI industry.
A humanoid robot takes selfies with a visitor at the 7th World Voice Expo in Hefei, east China's Anhui Province, October 24, 2024."To see the DeepSeek new model, it's super impressive in terms of both how they have really effectively done an open-source model that does this inference-time compute, and is super-compute efficient."
Officially known as DeepSeek Artificial Intelligence Fundamental Technology Research Co., Ltd., the firm was founded in July 2023. As an innovative technology startup, DeepSeek is dedicated to developing cutting-edge large language models and related technologies. While CoT and SFT rely on step-by-step reasoning and huge amounts of labeled data, respectively, RL enables models to learn through interaction and reward mechanisms, making it better suited for complex and dynamic tasks.
DeepSeek-V3 makes it"look easy today with an open weights release of a frontier-grade LLM trained on a joke of a budget ," posted Andrej Karpathy, a founding member of OpenAI, on X.The cost is"a stark contrast to the hundreds of millions, if not billions, that U.S. companies typically invest in similar technologies," said Marc Andreessen, a prominent tech investor, depicting DeepSeek's R1 as"one of the most amazing breakthroughs" he had ever seen.
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