BABA(US:BABA) Haitong Securities International·2025-04-30 15:15Investment Rating - The report indicates that Alibaba's Qwen currently ranks at the top of the open-source model rankings, with expectations for continued leadership in model capability and ecosystem monetization [2]. Core Insights - The report highlights a surge in domestic open-source models, with significant releases from Alibaba, Xiaomi, and DeepSeek, showcasing advancements in large language models (LLMs) [1][8]. - Alibaba's Qwen-3 series demonstrates substantial performance improvements, achieving 10-30% accuracy gains on various benchmarks and enhancing inference speed by 20-40% [9][12]. - Xiaomi's MiMo model, with 7 billion parameters, excels in reasoning and code generation tasks, outperforming larger proprietary models through innovative training strategies [10][12]. - DeepSeek's Prover-V2-671B model shows strong performance in formal logic reasoning, indicating a strategic focus on specialized AI applications [11][12]. - The report anticipates that as more domestic models are released, the industry may face challenges related to homogenization and competition, pushing for more customized solutions in vertical industries [5]. Summary by Sections Alibaba Qwen-3 - The Qwen-3 series includes models ranging from 1.5 billion to 72 billion parameters, designed for various inference needs, with notable performance enhancements over previous generations [9]. - Deployment costs are significantly lower, requiring only 4 H20 GPUs for full-capacity operation, which is advantageous compared to similar models from OpenAI and Grok [2][12]. Xiaomi MiMo - MiMo's training involved 25 trillion tokens and innovative mechanisms to improve training efficiency, achieving a 2.29x increase in training speed and a 1.96x acceleration in verification processes [10]. DeepSeek-Prover-V2-671B - This model excels in mathematical theorem proving, particularly in formal logic, and serves as a precursor to DeepSeek's upcoming models, reflecting the company's commitment to advancing AI capabilities [11]. Industry Trends - The report suggests that the next phase for open-source models will involve customization based on user data and feedback, aiming to establish long-term barriers and user loyalty in specific industries [5].