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fix punctuation and improve explanation
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@ -58,7 +58,7 @@ cd LLMs-from-scratch
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pip install -r requirements.txt
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pip install -r requirements.txt
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```
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```
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(In contrast to Google Colab, these only need to be executed once since the Lightning AI Studion environments are persistent).
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(In contrast to Google Colab, these only need to be executed once since the Lightning AI Studio environments are persistent, even if you switch between CPU and GPU machines.)
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Then, navigate to the Python script or Jupyter Notebook you want to run. Optionally, you can also easily connect a GPU to accelerate the code's runtime, for example, when you are pretraining the LLM in chapter 5 or finetuning it in chapters 6 and 7.
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Then, navigate to the Python script or Jupyter Notebook you want to run. Optionally, you can also easily connect a GPU to accelerate the code's runtime, for example, when you are pretraining the LLM in chapter 5 or finetuning it in chapters 6 and 7.
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@ -87,4 +87,4 @@ You can optionally run the code on a GPU by changing the *Runtime* as illustrate
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## Questions?
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## Questions?
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If you have any questions, please don't hesitate to reach out via the [Discussions](https://github.com/rasbt/LLMs-from-scratch/discussions) forum in this GitHub repository.
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If you have any questions, please don't hesitate to reach out via the [Discussions](https://github.com/rasbt/LLMs-from-scratch/discussions) forum in this GitHub repository.
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