oundaries-of-speech-recognition-with-nemo-parakeet-asr- models/ 【11】Mamba: Linear-time sequence modeling with selective state spaces 【12】Peng, Bo, et al. "Rwkv: Reinventing rnns for the transformer era 功耗进行快速实时计算，发表于 2021 年计算机体系结构领域 81 / 111 MICRO 会议，论文题目为《可用于大规模商业化处理器的全自动化功耗模拟架构 （APOLLO:An Automated Power Modeling Framework for Runtime Power Introspection in High-Volume Commercial Microprocessors）》[10]（一作谢知遥博士目 2011. [10] Zhiyao Xie, Xiaoqing Xu, Matt Walker, Joshua Knebel, et al. APOLLO: An Automated Power Modeling 87 / 111 Framework for Runtime Power Introspection in High-Volume Commercial Microprocessors,

proprietary, file formats for vector graphics and their various applications (fonts, CAD, cartography, 3D modeling …) exist. Instead of being made of dots, vector images are made of mathematically- defined lines LibreCAD (2D) [https://librecad.org/] Painting (raster graphics): Krita [https://krita.org] 3D modeling (three-dimensional graphics): Blender [https://blender.org] Here are some examples of the types

proprietary, file formats for vector graphics and their various applications (fonts, CAD, cartography, 3D modeling …) exist. Instead of being made of dots, vector images are made of mathematically- defined lines LibreCAD (2D) [https://librecad.org/] Painting (raster graphics): Krita [https://krita.org] 3D modeling (three-dimensional graphics): Blender [https://blender.org] Here are some examples of the types

file formats for vector graph- ics and their various applications (fonts, CAD, cartography, 3D modeling . . . ) ex- ist. Instead of being made of dots, vector images are made of mathematically- defined (parametrical construction, engineering): LibreCAD (2D) • Painting (raster graphics): Krita • 3D modeling (three-dimensional graphics): Blender Here are some examples of the types of images and projects

file formats for vector graph- ics and their various applications (fonts, CAD, cartography, 3D modeling . . . ) ex- ist. Instead of being made of dots, vector images are made of mathematically- defined (parametrical construction, engineering): LibreCAD (2D) • Painting (raster graphics): Krita • 3D modeling (three-dimensional graphics): Blender Here are some examples of the types of images and projects

到六年前，这个世界上可能还没有 Transformer架构，以前的学者研究过传统RNN⽹络结构的极限，有个论⽂标题就叫《ExpLoring
the
Limits
of
Language
Modeling》，但是你会发现最终的结果就是⼀⽆所获。
因为当模型变⼤之后，你 并不能得到⼀个更好的模型，训练损失不会更低，也不能得到更好的泛化的结果。⽽只有Transformer 架构是能够被scal