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Tech FrontiersA RoPE interleaved format mismatch bug was found in DeepSeek-V3.2-Exp's inference demo, causing silent performance degradation. Learn the root cause, technical details, and fix.
Tech FrontiersDeepSeek releases V3.2-Exp with proprietary DeepSeek Sparse Attention (DSA) for faster long-context training and inference, plus API prices cut over 50%.