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README.md

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 This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration.<br>
 Part of [github.com/MK2112/nn-zero-to-hero-notes](https://github.com/MK2112/nn-zero-to-hero-notes).<br>
-Refer to [this file](https://github.com/MK2112/nn-zero-to-hero-notes/blob/main/7%20-%20GPT%20From%20Scratch/7_gpt_solved_exercise_opti.py) for model implementation and training setup.
+Refer to [this file](https://github.com/MK2112/nn-zero-to-hero-notes/blob/main/7%20-%20GPT%20From%20Scratch/7_gpt_solved_exercise_finetune.py) for model implementation and training setup.