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  DeepSeek v3.2

  Unravel the mystery of AGI with curiosity

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  DeepSeek — v3.2

  Introduced DeepSeek Sparse Attention (DSA), a new sparse-attention system that greatly reduces compute and memory usage. Long-context performance improved, enabling faster processing of long documents, large prompts, and extended conversations. Inference cost significantly reduced — API pricing cut by more than half, making large-scale usage much more affordable. Model efficiency improved while maintaining performance similar to DeepSeek V3.1 on most tasks. Strong performance on reasoning, coding, and QA tasks, with some areas showing slight improvements. Continued support for chat mode and reasoner mode, now optimized with V3.2 architecture. Released with open-source weights, code, and tooling for easy deployment and experimentation.

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