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Cambricon completes adaptation of DeepSeek-V4, code open-sourced, driving domestic chip stocks higher.
The adaptation speed relies on two prerequisites: first, Cambricon's self-developed NeuWare software stack natively supports mainstream frameworks such as PyTorch and vLLM, allowing rapid model migration; second, Cambricon chips natively support mainstream low-precision data formats, enabling accuracy verification without additional format conversion. For V4's new structure, Cambricon used its self-developed fusion operator library Torch-MLU-Ops to accelerate specific modules such as Compressor and mHC, and wrote hot operator kernels for sparse/compressed Attention and GroupGemm using BangC.
At the inference framework level, Cambricon supports five-dimensional hybrid parallelism (TP/PP/SP/DP/EP), communication-computation parallelism, low-precision quantization, and PD separation deployment in vLLM. The V4 technical report only mentioned verification on NVIDIA GPU and Huawei Ascend NPU, without covering the Cambricon platform; this adaptation was completed independently by Cambricon. Stimulated by the V4 release news, the A-share domestic chip sector strengthened, and Cambricon's stock price surged during the session.
(Source: BlockBeats)