SageAttention:即插即用的8-bit Attention 最佳实践
LLM 的量化加速是近两年的热点话题,老方法过江之鲫,新文章层出不穷。然而,过往的研究焦点大多集中于对模型中的Linear 层进行量化。尤其是在 LLM 推理的decode阶段,如 GPTQ 和 AWQ 等仅权重量化(weight-only quantization),SmoothQuant 等 激活权重协…
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Chinese technical note: SageAttention:即插即用的8-bit Attention 最佳实践
方佳瑞 published a Zhihu article relevant to inference and AI systems, frontier and open model development. The original Chinese excerpt is included below so the feed can preserve the raw source while giving English readers enough context to triage the item.