add stable dockerfile

CHANGELOG.md

@@ -6,6 +6,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 ## [Next Version]
 
 ### New features and optimizations
+- Added public-facing official Dockerfile for NeMo-Aligner
 
 ### Breaking changes
 

Dockerfile

@@ -0,0 +1,76 @@
+# CUDA 12.2
+FROM nvcr.io/nvidia/pytorch:23.10-py3
+
+### config tags
+ARG APEX_TAG=master
+ARG TE_TAG=release_v1.1
+ARG MLM_TAG=core_r0.4.0
+ARG NEMO_TAG=r1.22.0
+ARG PYTRITON_VERSION=0.4.1
+ARG PROTOBUF_VERSION=4.24.4
+
+# if you get errors building TE or Apex, decrease this to 4
+ARG MAX_JOBS=8
+
+# needed in case git complains that it can't detect a valid email, this email is fake but works
+RUN git config --global user.email "[email protected]"
+
+WORKDIR /opt
+
+# install TransformerEngine
+RUN pip uninstall -y transformer-engine && \
+    git clone https://github.com/NVIDIA/TransformerEngine.git && \
+    cd TransformerEngine && \
+    if [ ! -z $TE_TAG ]; then \
+        git fetch origin $TE_TAG && \
+        git checkout FETCH_HEAD; \
+    fi && \
+    git submodule init && git submodule update && \
+    NVTE_FRAMEWORK=pytorch NVTE_WITH_USERBUFFERS=1 MPI_HOME=/usr/local/mpi pip install .
+
+# install latest apex
+RUN pip uninstall -y apex && \
+    git clone https://github.com/NVIDIA/apex && \
+	cd apex && \
+    if [ ! -z $APEX_TAG ]; then \
+        git fetch origin $APEX_TAG && \
+        git checkout FETCH_HEAD; \
+    fi && \
+    pip install install -v --no-build-isolation --disable-pip-version-check --no-cache-dir --config-settings "--build-option=--cpp_ext --cuda_ext --fast_layer_norm --distributed_adam --deprecated_fused_adam" ./
+
+# place any util pkgs here
+RUN pip install --upgrade-strategy only-if-needed nvidia-pytriton==$PYTRITON_VERSION
+RUN pip install -U --no-deps protobuf==$PROTOBUF_VERSION
+RUN pip install --upgrade-strategy only-if-needed jsonlines
+
+# NeMo
+RUN git clone https://github.com/NVIDIA/NeMo.git && \
+    cd NeMo && \
+    git pull && \
+    if [ ! -z $NEMO_TAG ]; then \
+        git fetch origin $NEMO_TAG && \
+        git checkout FETCH_HEAD; \
+    fi && \
+    pip uninstall -y nemo_toolkit sacrebleu && \
+    git cherry-pick --no-commit -X theirs fa8d416793d850f4ce56bea65e1fe28cc0d092c0 a7f0bc1903493888c31436efc2452ff721fa5a67 && \
+    sed -i 's/shutil.rmtree(ckpt_to_dir(filepath))/shutil.rmtree(ckpt_to_dir(filepath), ignore_errors=True)/g' nemo/collections/nlp/parts/nlp_overrides.py && \
+    rm -rf .git && pip install -e ".[nlp]" && \
+    cd nemo/collections/nlp/data/language_modeling/megatron && make
+
+# MLM
+RUN pip uninstall -y megatron-core && \
+    git clone https://github.com/NVIDIA/Megatron-LM.git && \
+    cd Megatron-LM && \
+    git pull && \
+    if [ ! -z $MLM_TAG ]; then \
+        git fetch origin $MLM_TAG && \
+        git checkout FETCH_HEAD; \
+    fi && \
+    pip install -e .
+
+WORKDIR /opt
+
+# install the latest NeMo-Aligner
+RUN pip install --no-deps git+https://github.com/NVIDIA/NeMo-Aligner.git@main
+
+WORKDIR /workspace

README.md

@@ -44,7 +44,10 @@ pip install .
 
 ### Docker Containers
 
-To build your own, refer to the [NeMo Dockerfile](https://github.com/NVIDIA/NeMo/blob/main/Dockerfile) and add `RUN pip install nemo-aligner` at the end.
+We provide an official NeMo-Aligner Dockerfile which is based on stable, tested versions of NeMo, Megatron-LM, and TransformerEngine. The goal of this Dockerfile
+is stability, so it may not track the very latest versions of those 3 packages. You can access our Dockerfile [here](https://github.com/NVIDIA/NeMo-Aligner/blob/main/Dockerfile)
+
+Alternatively, you can build the NeMo Dockerfile here [NeMo Dockerfile](https://github.com/NVIDIA/NeMo/blob/main/Dockerfile) and add `RUN pip install nemo-aligner` at the end.
 
 ## Future work
 - Add Rejection Sampling support