DeepSeek V3“小版本升级”实测堪比V3.5，非推理模型也有“啊哈时刻”，7米甘蔗过2米门想通了

Core Viewpoint - The article discusses the significant upgrades in the DeepSeek V3-0324 model, which, despite being labeled as a "minor version upgrade," shows substantial improvements in performance metrics compared to its predecessor and other models in the market [2][6][9]. Summary by Sections Model Performance - DeepSeek V3-0324 has demonstrated a considerable jump in all metrics during internal benchmarking, now being recognized as the best non-reasoning model, surpassing Sonnet 3.5 [6][9]. - The model achieved a perfect score in coding tests, indicating high consistency and reliability in performance [11]. Problem-Solving Capabilities - The model exhibits a unique ability to re-evaluate problems when it encounters difficulties, showcasing a form of autonomous thinking [12][13]. - An example problem involving a 7-meter long cane passing through a 2-meter high and 1-meter wide door illustrates the model's capacity to rethink and approach problems from different angles, leading to a correct solution despite initial misunderstandings [18][22]. Accessibility and Open Source - DeepSeek V3-0324 remains free and open-source, with its weight files available on HuggingFace under a permissive MIT license, maintaining the same storage requirements as its predecessor [28][29]. - The model can be accessed through various platforms, including the official website and HuggingFace, allowing users to experience its capabilities firsthand [30][32].