Chinese AI firm DeepSeek has released its latest large language model, DeepSeek-V3.2-Exp, with first-day optimizations for Huawei’s Ascend hardware and CANN software stack. The launch marks a shift in priorities to ensure leading-edge models run on domestic accelerators rather than relying on Nvidia’s CUDA ecosystem.
DeepSeek announced the model on September 29, posting code and checkpoints to Hugging Face alongside a technical report. The company describes V3.2-Exp as an “intermediate step toward our next-generation architecture,” designed to cut costs on long-context inference. It features a sparse attention mechanism that trims memory and compute requirements while maintaining output quality.
