ai-suite-rocm-local/text-generation-rocm/install.sh

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#!/bin/bash
source ../utils.sh
python_exec="$(pwd)/venv/bin/python3.10"
NAME="TextGeneration"
# Function to install/update
install() {
if [ -d "webui" ]; then
echo $NAME "is already installed. Updating..."
yes_or_no "Do you want to update $NAME?" && {
cd webui
git pull
echo "$NAME WebUI successfully updated."
}
else
# Add BnB
$python_exec -m pip install --upgrade ../bitsandbytes-rocm-build/bitsandbytes-0.43.3.dev0-cp310-cp310-linux_x86_64.whl # install bitsandbytes for rocm until it is available on pypi
# Add AutoGPTQ
$python_exec -m pip install auto-gptq[triton] --no-build-isolation --extra-index-url https://huggingface.github.io/autogptq-index/whl/rocm573/
# Add LlamaCPP
CMAKE_ARGS="-DLLAMA_CLBLAST=on" FORCE_CMAKE=1 $python_exec -m pip install llama-cpp-python
# CMAKE_ARGS="-DGGML_HIPBLAS=on" FORCE_CMAKE=1 $python_exec -m pip install llama-cpp-python
# Add Triton
# git clone https://github.com/ROCmSoftwarePlatform/triton.git .tritonrocm
# cd .tritonrocm/python
# $python_exec -m pip install ninja cmake; # build time dependencies
# $python_exec -m pip uninstall triton -y && $python_exec -m pip install -e .
# cd .. && sudo rm -R .tritonrocm
echo "Cloning $NAME repository..."
git clone https://github.com/oobabooga/text-generation-webui.git webui
echo "Running $NAME setup..."
# For some reasons theses want to reinstall torch for nvidia instead of using the download for rocm so manually install them
sed -i '/accelerate/d' webui/requirements_amd.txt
sed -i '/lm_eval/d' webui/requirements_amd.txt
sed -i '/optimum/d' webui/requirements_amd.txt
sed -i '/autoawq/d' webui/requirements_amd.txt
$python_exec -m pip install -r webui/requirements_amd.txt
$python_exec -m pip install accelerate # only works after requirements_amd.txt is installed ??!
$python_exec -m pip install lm_eval optimum autoawq
$python_exec -m pip install https://github.com/casper-hansen/AutoAWQ_kernels/releases/download/v0.0.7/autoawq_kernels-0.0.7+rocm571-cp310-cp310-linux_x86_64.whl --no-deps
$python_exec -m pip install https://github.com/casper-hansen/AutoAWQ/releases/download/v0.2.6/autoawq-0.2.6-cp310-cp310-linux_x86_64.whl --no-deps
ln -s webui/models models
fi
}
# Main function
main() {
prepare_env
install
clean
echo "$NAME installation/update complete. Use ./run.sh to start"
}
# Run main function
main