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DeepSeek Competitors Market Impact Cost Efficiency Model Development DeepSeek-R1 Chinese AI Companies Cybersecurity Model Architecture AI Development Nvidia Deepseek Model Replication Competitive Analysis Cost-Effectiveness Cerebras Systems Reinforcement Learning Optimization Model Training GPU Utilization Cost Efficiency in AI AI Infrastructure Performance Metrics Sparse Attention Gemini Family Reasoning Models Large Language Models DeepSeek R1 Open Source Open Source AI DeepSeek R1 Model Multimodal Models