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BitNet Text Embeddings
BitNet二值化网络实现高效文本嵌入，为资源受限场景提供轻量级NLP新方案。
arXiv:2606.25674v1 Announce Type: new Abstract: LLM-based text embedders have substantially improved retrieval and semantic representation quality, bu…
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Balanced Ternary for optimizing AI
平衡三元量化（-1,0,1）将剪枝与量化合二为一，微软BitNet已证实在100B+参数上性能持平FP16。
Why Balanced Ternary {-1, 0, +1} Could Be the Future of AI Hardware** For 70 years, computing has been binary: 0 or 1. But AI workloads are fundamenta…
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Show HN: Running BitNet b1.58 inside DRAM by breaking DDR4 timing rules
不走寻常路！在DDR4内存内直接运行AI模型，通过违规时序实现内存计算，FPGA定制控制器加持。
I have been working on running BitNet b1.58 inside DRAM by intentionally breaking DDR4 timing rules. Also made a visual explainer: https://pcdeni.gith…