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install.sh
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install.sh
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#/bin/bash
root_dir=$(pwd)
echo "Setting up the environment in the $root_dir"
# --------------------------------------------------------------
# create and activate the virtual environment
# --------------------------------------------------------------
echo "Creating a virtual environment with python3"
conda create -n itv2 python=3.9 -y
conda activate itv2
echo "Installing all the dependencies"
conda install pip
python3 -m pip install --upgrade pip
# --------------------------------------------------------------
# PyTorch Installation
# --------------------------------------------------------------
python3 -m pip install torch --extra-index-url https://download.pytorch.org/whl/cu118
# --------------------------------------------------------------
# Install IndicNLP library and necessary resources
# --------------------------------------------------------------
git clone https://github.com/anoopkunchukuttan/indic_nlp_resources.git
export INDIC_RESOURCES_PATH=$root_dir/indic_nlp_resources
# we use version 0.92 which is the latest in the github repo
git clone https://github.com/anoopkunchukuttan/indic_nlp_library.git
cd indic_nlp_library
python3 -m pip install ./
cd $root_dir
# --------------------------------------------------------------
# Install additional utility packages
# --------------------------------------------------------------
python3 -m pip install nltk sacremoses regex pandas mock transformers==4.28.1 sacrebleu==2.3.1 urduhack[tf] mosestokenizer ctranslate2==3.9.0 gradio
python3 -c "import urduhack; urduhack.download()"
python3 -c "import nltk; nltk.download('punkt')"
# --------------------------------------------------------------
# Sentencepiece for tokenization
# --------------------------------------------------------------
# build the cpp binaries from the source repo in order to use the command line utility
# source repo: https://github.com/google/sentencepiece
python3 -m pip install sentencepiece
# --------------------------------------------------------------
# Fairseq Installation from Source
# --------------------------------------------------------------
git clone https://github.com/pytorch/fairseq.git
cd fairseq
python3 -m pip install ./
cd $root_dir
echo "Setup completed!"