ChillTranslator / runpod.dockerfile
Luke Stanley
Expose json typed LLM interface for RunPod
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# Base image -> https://github.com/runpod/containers/blob/main/official-templates/base/Dockerfile
# DockerHub -> https://hub.docker.com/r/runpod/base/tags
FROM runpod/base:0.4.0-cuda11.8.0
# Base image sets HuggingFace cache directory to use Runpod's shared cache for efficiency:
ENV HF_HOME="/runpod-volume/.cache/huggingface/"
# Also pre-downloading models may speed up start times while
# increasing image size, but could be worth it for some use cases.
RUN python3.11 -m pip install --upgrade pip && \
python3.11 -m pip install runpod==1.6.0
RUN python3.11 -m pip install pytest cmake \
scikit-build setuptools pydantic-settings \
huggingface_hub hf_transfer \
pydantic pydantic_settings \
llama-cpp-python
# Install llama-cpp-python (build with cuda)
ENV CMAKE_ARGS="-DLLAMA_CUBLAS=on"
RUN python3.11 -m pip install git+https://github.com/lukestanley/llama-cpp-python.git@expose_json_grammar_convert_function --upgrade --no-cache-dir --force-reinstall
RUN apt-get update; apt-get install jq -y
ADD runpod_handler.py .
ADD chill.py .
ADD utils.py .
ADD promptObjects.py .
#ENV REPO_ID="TheBloke/phi-2-GGUF"
#ENV MODEL_FILE="phi-2.Q2_K.gguf"
ENV N_GPU_LAYERS=-1
ENV CONTEXT_SIZE=2048
CMD python3.11 -u /runpod_handler.py