add dockerfile

docker/Dockerfile

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+# https://docs.nvidia.com/deeplearning/frameworks/pytorch-release-notes/rel_22-08.html#rel_22-08
+FROM nvcr.io/nvidia/pytorch:22.08-py3
+LABEL maintainer="BELLE"
+
+ARG DEBIAN_FRONTEND=noninteractive
+
+ARG PYTORCH='2.0.0'
+# Example: `cu102`, `cu113`, etc.
+ARG CUDA='cu117'
+
+RUN apt -y update
+RUN apt install -y libaio-dev
+RUN python3 -m pip install --no-cache-dir --upgrade pip
+RUN python3 -m pip  install -U pip
+RUN python3 -m pip config set global.index-url http://mirrors.aliyun.com/pypi/simple
+RUN python3 -m pip config set install.trusted-host mirrors.aliyun.com
+
+ARG REF=main
+RUN git clone https://github.com/huggingface/transformers && cd transformers && git checkout $REF
+
+# Install latest release PyTorch
+# (PyTorch must be installed before pre-compiling any DeepSpeed c++/cuda ops.)
+# (https://www.deepspeed.ai/tutorials/advanced-install/#pre-install-deepspeed-ops)
+RUN python3 -m pip install --no-cache-dir -U torch==$PYTORCH torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/$CUDA
+
+RUN python3 -m pip install --no-cache-dir ./transformers[deepspeed-testing]
+
+# Uninstall `torch-tensorrt` shipped with the base image
+RUN python3 -m pip uninstall -y torch-tensorrt
+
+# recompile apex
+RUN python3 -m pip uninstall -y apex
+RUN git clone https://github.com/NVIDIA/apex
+#  `MAX_JOBS=1` disables parallel building to avoid cpu memory OOM when building image on GitHub Action (standard) runners
+RUN cd apex && MAX_JOBS=1 python3 -m pip install --global-option="--cpp_ext" --global-option="--cuda_ext" --no-cache -v --disable-pip-version-check .
+
+# Pre-build **latest** DeepSpeed, so it would be ready for testing (otherwise, the 1st deepspeed test will timeout)
+RUN python3 -m pip uninstall -y deepspeed
+# This has to be run (again) inside the GPU VMs running the tests.
+# The installation works here, but some tests fail, if we don't pre-build deepspeed again in the VMs running the tests.
+# TODO: Find out why test fail.
+RUN DS_BUILD_CPU_ADAM=1 DS_BUILD_FUSED_ADAM=1 DS_BUILD_UTILS=1 python3 -m pip install deepspeed --global-option="build_ext" --global-option="-j8" --no-cache -v --disable-pip-version-check 2>&1
+
+# When installing in editable mode, `transformers` is not recognized as a package.
+# this line must be added in order for python to be aware of transformers.
+RUN cd transformers && python3 setup.py develop
+
+# The base image ships with `pydantic==1.8.2` which is not working - i.e. the next command fails
+RUN python3 -m pip install -U --no-cache-dir pydantic
+RUN python3 -c "from deepspeed.launcher.runner import main"
+
+#customer 
+RUN python3 -m pip install datasets>=2.8.0
+RUN python3 -m pip install sentencepiece>=0.1.97
+RUN python3 -m pip install protobuf==3.20.3
+RUN python3 -m pip install accelerate>=0.15.0