【Transformer数学原理全面解析:深度解析Transformer架构的数学原理与模型扩展技巧。亮点:1. 详细推导Transformer的FLOPs计算公式,助力高效模型优化;2. 深入讲解稀疏性和MoE技术,突破模型扩展瓶颈;3. 提供丰富的实践案例,涵盖训练、推理和调优】
'All the Transformer Math You Need to Know | How To Scale Your Model: A comprehensive guide to scaling Transformer models, covering FLOPs calculation, training techniques, and optimization strategies.'
jax-ml.github.io/scaling-book/transformers/