Step 1: TheoryResearch Paper
GLU Variants Improve Transformer Paper
Study the core concepts and background material for this learning item.
Step 2: PracticeDeep-ML Challenge
Implement SwiGLU Activation
Solve the challenges and apply your knowledge interactively.
Hard25 min estimated study
Overview
Implement SwiGLU, the state-of-the-art gated linear activation powering Llama architectures.
Learning Objectives
- Build SwiGLU gated layers
- Apply element-wise gate multiplications
Prerequisites
Item #64Swish Activation Function
LockedTracking Control
Completion Reward+250 XP
Study Checklist
Studied theory resource
Completed practice exercise