
LLM 系列超详细解读 (六):LLaMa:开源高效的大语言模型 - 知乎
快速的注意力机制:LLaMa 采用了高效的 causal multi-head attention (基于 xformers),不存储注意力权重,且不计算 mask 掉的 query 和 key 的值。 手动实现反向传播过程,不使用 PyTorch autograd: 使用 checkpointing 技术减少反向传播中的激活值的计算,更准确地说,LLaMa 保存 ...
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