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  • NVIDIA
    NVIDIA
    NeMo Framework Megatron Backend
    Container
    NVIDIA
    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
    sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1WORKDIR
    /opt
    		08/14/2025 9:35 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    PYTHONPATH=/opt/Export-Deploy:/opt/venv/lib/python3.12/site-packages/::/opt/megatron-lm:/opt/NeMo
    		08/14/2025 9:35 PM UTC
    sha256:673d408e7c634076d4a14f0450d4fe030e096d8383c399c9359dac3472995416RUN
    NEMO_COMMIT=2e19aebd8c8fa9ff7ce9b5076ce130404713443c rm -rf NeMo &&
  git clone https://github.com/NVIDIA/NeMo.git &&
  cd NeMo &&
  git fetch --all &&
  git checkout $NEMO_COMMIT &&
  echo "Container built with NeMo commit hash: $(git rev-parse HEAD)" &&
  pip uninstall -y nemo_toolkit sacrebleu triton &&
  sed -i "/mamba-ssm/d" requirements/requirements_nlp.txt &&
  cd nemo/collections/nlp/data/language_modeling/megatron &&
  make
    		08/14/2025 9:35 PM UTC
    sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1WORKDIR
    /opt
    		08/12/2025 7:50 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    NEMO_COMMIT=2e19aebd8c8fa9ff7ce9b5076ce130404713443c
    		08/12/2025 7:50 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.nvidia.build.ref=250aafd22bf377cbc368a206994bce682f1f1369
    		08/07/2025 1:53 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    NVIDIA_BUILD_REF=250aafd22bf377cbc368a206994bce682f1f1369
    		08/07/2025 1:53 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
    com.nvidia.build.id=196948111
    		08/07/2025 1:53 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    NVIDIA_BUILD_ID=196948111
    		08/07/2025 1:53 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    NVIDIA_BUILD_ID=196948111
    		08/07/2025 1:53 PM UTC
    ...

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