Week 4 Outline

  • Discuss experience summaries
  • microGPT demo folder
  • microGPT: saving weights with pickle
  • microGPT: Accessing embedded token weights
  • microGPT: Analyzing token weights
  • Byte Pair Encoding (BPE) tokenizing (demo code)
  • Thursday: revisit course prediction as a linear function
  • The XOR problem (demo code with interactive puzzle)
  • Ideas for experience report
  • Quiz 2