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Rise of lightweight AI models How to accumulate capital and sustainability in edge deployment in 2025?

Author: LoRA Time: 20 Feb 2025 1048

Artificial intelligence is moving towards lightweight and efficient, and DeepSeek, as the pioneer of the open source model, is leading this change. It not only provides greater training, but also supports deployment on edge devices such as mobile phones, computers and even electric vehicles. This trend is not limited to DeepSeek, French rival Mistral's "Lucia the Cat" is already running on mobile phones, showing that the potential of lightweight models is blooming around the world.

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The importance of a lightweight AI model lies in its sustainability and economicality. Compared with centralized computing, edge deployment significantly reduces power consumption and reduces the need for large data centers. This has a significant impact on capital expenditure and operating costs, especially in the pursuit of green technology. More efficient generation and development processes have also accelerated the implementation of AI, bringing faster returns to customers.

From a market perspective, this trend is in the European capital accumulation allocation strategy. Although it faces regulatory and competitive pressure, policies during the Biden era have promoted capital optimization, and the EU may revive growth through stimulus measures in the future. The role of the Middle East as a high-growth zone and the Asia-Pacific market cannot be ignored. In 2025, Europe still accounts for 60% of investment, but the potential of the Middle East and Asia-Pacific will be further unleashed. The openness of competitive models such as DeepSeek provides enterprises with technical complementarity, especially in the context of technological simplification and acceleration of innovation.

Defending the development of artificial intelligence is not only a technological breakthrough, but also a win-win situation between investment and sustainability. Seizing the opportunity of edge deployment may become a fatal key for enterprises in the global market.