Installation

It’s a good idea to always use virtual environments when working with Python packages. Anaconda/Miniconda is a package manager that lets you create virtual environments and manage package installations smoothly.

Follow the instructions given below to install Simple Transformers using with Anaconda (or miniconda, a lighter version of anaconda).

Installation steps

  1. Install Anaconda or Miniconda Package Manager from here.
  2. Create a new virtual environment and install packages.
    1
    2
    
    conda create -n st python pandas tqdm
    conda activate st
    
  3. Using a CUDA capable GPU is recommended. To install Pytorch with CUDA support:
    1
    
    conda install pytorch>=1.6 cudatoolkit=10.2 -c pytorch
    

    CPU only:

    1
    
    conda install pytorch cpuonly -c pytorch
    
  4. Install simpletransformers. pip install simpletransformers

Optional

  1. Install Weights and Biases (wandb) for experiment tracking and visualizing training in a web browser. pip install wandb

Updated: