Behind DeepSeek V4’s Chip-Model Co-Design: China’s Domestic Computing Ecosystem Enters Flywheel Acceleration
量子位3544 字 (约 15 分钟)
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DeepSeek V4 marks a paradigm shift from ‘chip adapting to models’ to ‘chip-model co-design’ in China’s computing ecosystem; with CANN open-sourced, developers now solve issues autonomously, 70+ mainstream LLMs are plug-and-play on Ascend, AIGCode achieves 65% MFU, USTC’s LU solver reaches up to 200× speedup, and financial-grade AI systems are deployed in core risk control—Kunpeng/Ascend developer base exceeds 4.1 million.
入选理由：CANN生态从2024年初‘幼儿期’发展至2026年‘青年期’，65个源码仓分层解耦，70+主流大模型发布即适配。
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