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# Chapter 6: Finetuning for Classification
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- [ch06.ipynb](ch06.ipynb) contains all the code as it appears in the chapter
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- [previous_chapters.py](previous_chapters.py) is a Python module that contains the GPT model we coded and trained in previous chapters, alongside many utility functions, which we reuse in this chapter
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- [gpt-class-finetune.py](gpt-class-finetune.py) is a standalone Python script file with the code that we implemented in [ch06.ipynb](ch06.ipynb) to finetune the GPT model (you can think of it as a chapter summary)
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- [gpt_download.py](gpt_download.py) contains the utility functions for downloading the pretrained GPT model weights
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- [exercise-solutions.ipynb](exercise-solutions.ipynb) contains the exercise solutions for this chapter
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