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Environment preparation:

First install Anaconda on your computer from: https://www.anaconda.com/download you can keep all default options for all the configurations of the Installation. Later open Anaconda Prompt and run the following commands: Conda name can be modified as well as the Python version.

conda create --name myenv python=3.8
conda activate myenv  
conda install pytorch torchvision torchaudio cpuonly -c pytorch
pip install transformers
pip install pandas
pip install transformers[torch]

Installation could take a couple of minutes. Now you can start using Python.

conda activate myenv  
python
  • If the installation was successful, you can see the version of Python.
  • Then download the dataset file (.CSV) and change the path of the file in the Python code according to the location of the file in your computer.
  • Copy the Python code (tokenization, fine-tuning, evaluation) and run the command.

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