76 lines
1.5 KiB
Plaintext
76 lines
1.5 KiB
Plaintext
# create llama env for llama-cpp OpenAI compatible webserver
|
|
|
|
Xcode must be installed
|
|
|
|
(base) > xcode-select -p
|
|
/Applications/Xcode.app/Contents/Developer
|
|
|
|
—
|
|
|
|
Conda with Metal GPU support must be installed
|
|
|
|
wget https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-MacOSX-arm64.sh
|
|
bash Miniforge3-MacOSX-arm64.sh
|
|
|
|
—
|
|
|
|
Create a Python env
|
|
|
|
conda create -n llama python=3.9.16
|
|
conda activate llama
|
|
|
|
—
|
|
|
|
Install the LATEST llama-cpp-python
|
|
|
|
pip uninstall llama-cpp-python -y
|
|
CMAKE_ARGS="-DLLAMA_METAL=on"
|
|
pip install -U llama-cpp-python --no-cache-dir
|
|
pip install 'llama-cpp-python[server]'
|
|
|
|
—
|
|
|
|
Run OpenAI API compatible server
|
|
|
|
export MODEL=zephyr-7b-beta.Q5_K_M.gguf
|
|
python -m llama_cpp.server --model $MODEL --n_gpu_layers 1
|
|
|
|
# Create Python env for the RAG app
|
|
|
|
conda create --name RAG_ENV python=3.9
|
|
pip install ipykernel
|
|
python -m ipykernel install --user --name=RAG_ENV
|
|
|
|
pip install llama-index
|
|
|
|
pip uninstall llama-cpp-python -y
|
|
CMAKE_ARGS="-DLLAMA_METAL=on"
|
|
pip install -U llama-cpp-python --no-cache-dir
|
|
pip install 'llama-cpp-python[server]'
|
|
|
|
pip install transformers
|
|
|
|
pip install --pre torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/nightly/cpu
|
|
|
|
pip install pypdf
|
|
|
|
pip install sentencepiece
|
|
|
|
pip install chromadb
|
|
|
|
pip install gradio
|
|
|
|
pip install langchain
|
|
|
|
pip install -U sentence-transformers
|
|
|
|
pip install streamlit
|
|
|
|
pip install rank-bm25
|
|
|
|
python -m streamlit run app.py
|
|
|
|
pip install spacy
|
|
python -m spacy download fr_core_news_md
|
|
|