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NeMo Framework Megatron Backend
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NVIDIA
NeMo Framework Megatron Backend

NVIDIA NeMo™ framework Megatron backend supports pre-training, post-training, and reinforcement learning of LLMs and multi-modal generative AI models with state-of-the-art data processing, model training techniques, and flexible deployment options.

LayerLabelCreated
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1RUN
NEMO_VERSION=1.18.0 if [ "${REQUIRE_AIS_CLI}" = true ]; then INSTALL_MSG=$(/bin/bash scripts/installers/install_ais_cli_latest.sh); INSTALL_CODE=$?; echo ${INSTALL_MSG}; if [ ${INSTALL_CODE} -ne 0 ]; then echo "AIS CLI installation failed"; exit ${INSTALL_CODE}; else echo "AIS CLI installed successfully"; fi else echo "Skipping AIS CLI installation"; fi
05/17/2023 10:29 PM UTC
sha256:b437cb74ad8b87ea36dd195b455c3c6b698e5f3658e7c14fc124458728e74078RUN
NEMO_VERSION=1.18.0 printf "#!/bin/bash\njupyter lab --no-browser --allow-root --ip=0.0.0.0" >> start-jupyter.sh &&
  chmod +x start-jupyter.sh
05/17/2023 10:29 PM UTC
sha256:91464708db9d10ed3bfcc2c6a321d94aac4cac25bc49bb4d5f123e304d8b8225COPY
tutorials /workspace/nemo/tutorials
05/17/2023 10:29 PM UTC
sha256:13cc14d949ba09f539722907d66f59529ee8be6429f1d90b29fec0bd1fc18722COPY
tests /workspace/nemo/tests
05/17/2023 10:29 PM UTC
sha256:241fc21f3a1ceee1251e4ca84ae1f4a4f59fb09f8fb943d2417007db657f3099COPY
examples /workspace/nemo/examples
05/17/2023 10:29 PM UTC
sha256:18310022ffe9ce257e7cf7fdcdecc90895f579a70b9d036185419ce9d7c1db0bCOPY
scripts /workspace/nemo/scripts
05/17/2023 10:29 PM UTC
sha256:79be89f4394d1d6d0d69bc840dd6b7038b8e8f1e1cd0f751780d21e093605371WORKDIR
/workspace/nemo
05/17/2023 10:29 PM UTC
sha256:cded24f6c2e3a86713bf7489d74c4ad9a0602a9dd44af903a1bedf488d1c6d35RUN
NEMO_VERSION=1.18.0 python -c "import nemo.collections.nlp as nemo_nlp" &&
  python -c "import nemo.collections.tts as nemo_tts" &&
  python -c "import nemo_text_processing.text_normalization as text_normalization"
05/17/2023 10:29 PM UTC
sha256:44092d06c9a1ac27e0fc47227bbc78c22395cbd7fb2e75014985926ed39adc01RUN
NEMO_VERSION=1.18.0 cd /tmp/nemo &&
  pip install ".[all]"
05/17/2023 10:29 PM UTC
sha256:70db4b4397af3919a7e961ec6a08fea3f7b92ef04f9074f043782c3c5fd03fedRUN
NEMO_VERSION=1.18.0 /usr/bin/test -n "$NEMO_VERSION" &&
  /bin/echo "export NEMO_VERSION=${NEMO_VERSION}" >> /root/.bashrc &&
  /bin/echo "export BASE_IMAGE=${BASE_IMAGE}" >> /root/.bashrc
05/12/2023 7:28 PM UTC
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