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小鹏汽车-W(09868):启动720亿参数自驾基模研发,AI智驾进展持续领先

Investment Rating - The investment rating for the company is "Buy" and is maintained [6]. Core Insights - The company is developing a 720 billion parameter large-scale autonomous driving model, named "Xiaopeng World Base Model," which aims to significantly enhance the intelligence of AI vehicles and support various applications such as AI robots and flying cars [2][4][8]. - The company has established a robust AI infrastructure, including a computing cluster with a cloud capacity of 10 EFLOPS, which is crucial for building a "cloud model factory" [8][30]. - The company has achieved significant milestones in AI development, including the successful implementation of scaling laws in autonomous driving, demonstrating that larger models yield better performance [36][41]. Summary by Sections Company Overview - Xiaopeng Motors is focusing on AI-driven autonomous driving technology, with a significant investment in developing a large-scale model that is 35 times the parameter size of mainstream models [27][30]. AI Infrastructure - The company has built the first 10,000-car intelligent computing cluster in the domestic automotive industry, achieving a cloud computing capacity of 10 EFLOPS, with a high operational efficiency of over 90% [8][25]. - The data infrastructure has been self-developed to enhance data access efficiency, with video data for training the base model currently at 20 million clips, expected to increase to 200 million clips by the end of the year [30][20]. Technological Advancements - The company is leveraging a multi-modal model that incorporates visual understanding, chain reasoning, and action generation capabilities, which are essential for achieving L3 and L4 level autonomous driving [8][23]. - The company has initiated the training of the 72 billion parameter base model, focusing on reinforcement learning to enhance the model's performance and adaptability [45][50]. Market Position - The company is positioned to benefit from a new vehicle launch cycle in 2025, with multiple new models expected to drive sales growth [8][30]. - The anticipated revenue for 2025 is projected to be 99.1 billion, corresponding to a price-to-sales ratio of 1.4X, indicating a strong market outlook [8].