Islamic GPT

Set the Anaconda environment

Download anaconda from this site for window: https://www.anaconda.com/download

After downloading the Anaconda and just install it simply into the window: create a new environment in anaconda with the name of IslamicGpt

After setup the anaconda enviroment we need to open anaconda terminal or cmd and run this command there which is given below:

conda activate IslamicGpt

Through out downloading the libraries in series:

Install pytorch

pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu117 --upgrade

Install langchain scipy

pip install langchain einops accelerate transformers bitsandbytes scipy

Install senencepiece of sentence transformer

pip install xformers sentencepiece

Install llama-index and lamma_hub for hitting the lamma models

pip install llama-index==0.7.21 llama_hub==0.0.19

Install accelerate for our CPU Performance

pip install accelerate

install bitsandbytes for run our model in how many bit like 4 bit, 8 bit, 32 bit etc

pip install -i https://test.pypi.org/simple/ bitsandbytes

Install pydantic for GPU dedication

pip install pydantic==1.10.9

After all of this set finally run this command:

python index.py

Note: Once the require library install in the environment we don't require to install it again and again