Learn how to build LLaMA 3 from scratch using Python, understand the difference between LLaMA 2 and LLaMA 3, and the prerequisites for building LLaMA 3.
Table of contents
Setting the StageUnderstanding the File StructureTokenizing our input dataCreating Embedding for each TokenNormalization Using RMSNormAttention Heads (Query, Key, Values)Implementing RoPEImplementing Self AttentionImplementing Multi-Head AttentionImplementing SwiGLU Activation FunctionMerging everythingGenerating the OutputSort: