NVIDIA
NVIDIA
NeMo Framework Megatron Backend
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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
    sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1RUN
    NEMO_VERSION=1.14.0 rm -rf /opt/conda/pkgs/conda-4.11.0-py38h578d9bd_0/info/test/tests/data/env_metadata/
    01/04/2023 7:14 PM UTC
    sha256:56cb85a5daddf43e0730558f2a698231d7e4de2c5e387a15166a0c0074485508RUN
    NEMO_VERSION=1.14.0 printf "#!/bin/bash\njupyter lab --no-browser --allow-root --ip=0.0.0.0" >> start-jupyter.sh &&
      chmod +x start-jupyter.sh
    01/04/2023 7:14 PM UTC
    sha256:730db5bb5b6dc2d84109563bd02fab1739a8757819fff41f297fd711dfa91b1aCOPY
    tutorials /workspace/nemo/tutorials
    01/04/2023 7:14 PM UTC
    sha256:c9a89a4296894db521210caad9282462e70beb9f2b6ab7364698e26c140f9d49COPY
    tests /workspace/nemo/tests
    01/04/2023 7:14 PM UTC
    sha256:b48c9bbdda1df3948f8c2e5c64475ff4141f6e14cb7797fb49c6ce252e9c956dCOPY
    examples /workspace/nemo/examples
    01/04/2023 7:14 PM UTC
    sha256:b716bd486edd7e88802d176ed15bd10e2ee474b048708b6cd183ea83b40dc5a1COPY
    scripts /workspace/nemo/scripts
    01/04/2023 7:14 PM UTC
    sha256:bdb2addd6c2ac9de4a959742c033e565e00cf26d1d658a1321c8646d064aa0d8WORKDIR
    /workspace/nemo
    01/04/2023 7:14 PM UTC
    sha256:7a8b2e7a4f633c10784f5d454bdc9477b5c96243e80f683da6f7fac374c6bfa0RUN
    NEMO_VERSION=1.14.0 pip install numba==0.53.1
    01/04/2023 7:14 PM UTC
    sha256:8551c14f60dacdaf4e0696796fa47ecb6929be52addbcc81ff87fafa9c726cccRUN
    NEMO_VERSION=1.14.0 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"
    01/04/2023 7:14 PM UTC
    sha256:ca032667f045dbccf026450b989fcc9597db3a0e6f14fbade873c97c71878534RUN
    NEMO_VERSION=1.14.0 cd /tmp/nemo &&
      pip install ".[all]"
    01/04/2023 7:14 PM UTC
    ...

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