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LLMs-from-scratch/ch04/02_performance-analysis
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flops-analysis.ipynb
previous_chapters.py
README.md
requirements-extra.txt

README.md

Chapter 4: Implementing a GPT Model from Scratch To Generate Text

  • flops-analysis.ipynb analyses the floating point operations per second (FLOPS) of the GPT model(s) implemented in the main chapter.
  • previous_chapters.py is a Python module containing the GPTModel code we implemented in chapter 4 and other code implemented in previous chapters, which we import in the analysis notebook.
  • requirements-extra.txt includes additional Python libraries that need to be installed (via pip install -r requirements-extra.txt.