README.md

text2sql-llama

Create environment to train the model

Create an environment with conda:

conda create -n llama python=3.9
conda activate llama

Install the requirements:

pip install -r requirements.txt

Install llama-cpp-python with cuLAB (from this link):

CMAKE_ARGS="-DLLAMA_CUBLAS=on" FORCE_CMAKE=1 pip install --upgrade --force-reinstall llama-cpp-python --no-cache-dir

References

• https://medium.com/llamaindex-blog/easily-finetune-llama-2-for-your-text-to-sql-applications-ecd53640e10d

• https://github.com/run-llama/modal_finetune_sql/tree/main