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BitNet是微软研究院于2023年提出的架构级创新，核心思想是在Transformer架构中将线性层权重替换为1-bit表示
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8/24/2026
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Unverified微软研究院于2023年率先提出BitNet架构，证明1-bit网络在保持合理精度的同时能大幅降低计算复杂度79% similarVerifiedThe BitNet architecture proposed by Microsoft Research in 2023 is the theoretical pioneer of 1-bit large language models, with BitNet b1.58 restricting weights to ternary values (-1/0/+1).76% similarUnverified微软研究院于2023年率先提出BitNet架构，将每个权重压缩为单个比特（仅表示+1或-1）74% similarUnverified微软研究院于2023年率先提出BitNet架构，其论文证明在Scaling Law作用下1-bit模型的精度损失会随参数量增大而逐步收窄73% similarUnverifiedTransformers框架原生支持bitsandbytes、GPTQ、AWQ等主流量化方案62% similar
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