The artificial intelligence market recently experienced significant disruption due to the introduction of DeepSeek, an open-source large language model by a China-based hedge fund. This model, which outperforms established systems like those from OpenAI at a lower cost, signals a transformative moment in the AI field. DeepSeek leverages a principle called sparsity, allowing it to activate only necessary parameters of its neural network, optimizing computation and making AI more accessible for smaller labs and researchers. This innovation could diversify AI offerings and reshape market dynamics.
The sudden popularity of DeepSeek, an open-source large language model, signifies a major shift in AI, giving smaller labs and researchers a chance to compete.
DeepSeek employs sparsity through selectively activating parameters of neural networks, which optimizes computing efforts while maintaining effective performance.
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