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CoinWorld News, Taichu Yuanqi has completed deep rapid adaptation and collaborative optimization for DeepSeek-V4. This domestic AI chip company, based on self-developed AI acceleration cards and SDAA software stack, has carried out deeper operator fusion and communication optimization targeting new architecture features such as DeepSeek-V4's MHC and Muon optimizer. At the same time, they have improved the TECO-VLLM inference engine and SDAA development toolchain to lower the threshold for users transitioning from "trial" to "mass production."