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Deep Seeq R1 has rapidly become a headline-grabbing sensation, reportedly outperforming established AI models like ChatGPT. The standout attribute of Deep Seeq is how it managed to achieve this with substantially fewer resources than competitors like OpenAI, who invested over a hundred million dollars in their model. Deep Seeq trained on less than six million dollars using 2000 Nvidia H800 GPUs, showcasing a case study on clever engineering and innovative model training techniques rather than raw computational power.