Dockerfile.tpu

ARG NIGHTLY_DATE="20240601"
ARG BASE_IMAGE="us-central1-docker.pkg.dev/tpu-pytorch-releases/docker/xla:nightly_3.10_tpuvm_$NIGHTLY_DATE"

FROM $BASE_IMAGE
WORKDIR /workspace

# Install aiohttp separately to avoid build errors.
RUN pip install aiohttp
# Install the TPU and Pallas dependencies.
RUN pip install torch_xla[tpu] -f https://storage.googleapis.com/libtpu-releases/index.html
RUN pip install torch_xla[pallas] -f https://storage.googleapis.com/jax-releases/jax_nightly_releases.html -f https://storage.googleapis.com/jax-releases/jaxlib_nightly_releases.html

# Build vLLM.
COPY . /workspace/vllm
ENV VLLM_TARGET_DEVICE="tpu"
RUN cd /workspace/vllm && python setup.py develop

# Re-install outlines to avoid dependency errors.
# The outlines version must follow requirements-common.txt.
RUN pip uninstall outlines -y
RUN pip install "outlines>=0.0.43"

CMD ["/bin/bash"]