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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.

NVIDIA AI Enterprise Supported
LayerLabelCreated
sha256:6095ee55b836ea9cd79b4f9d082db63ff7b5c376a05499075a07a771076b5110RUN
GITLAB_CLONE_ACCESS_TOKEN=oauth2:glpat-bKE_tFR6yxAxpZaDx14j pip install --no-cache-dir diffusers==0.30.3 av megatron-energon ffmpeg-python==0.2.0 imageio-ffmpeg==0.4.8 imageio==2.26.0 opencv-python==4.8.0.74 opencv-python-headless==4.8.0.74 mediapy moviepy wandb git+https://github.com/webdataset/webdataset.git@20ef544504bcb123f9201879cd353f79d7daf173 nemo_toolkit
11/08/2024 7:35 PM UTC
sha256:b44e945461a8ba9234a31c22b540e5f7e4faa9aa0c0222508ec5a7420cb76437RUN
GITLAB_CLONE_ACCESS_TOKEN=oauth2:glpat-bKE_tFR6yxAxpZaDx14j pip install --no-cache-dir git+https://github.com/NVIDIA/NeMo-Run.git
11/08/2024 7:34 PM UTC
sha256:356908358dd13e8796736f8b902e1e0f2701060a61cdf7fb59b1b2dd531ce7f7RUN
GITLAB_CLONE_ACCESS_TOKEN=oauth2:glpat-bKE_tFR6yxAxpZaDx14j git clone https://${GITLAB_CLONE_ACCESS_TOKEN}@gitlab-master.nvidia.com/dl/nemo/mcore-vfm &&
  cd mcore-vfm &&
  git checkout 2b7ce132fb3d7a0d4ae0fb6315eb87bab8aee191 &&
  pip install .
11/08/2024 7:34 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
GITLAB_CLONE_ACCESS_TOKEN
11/08/2024 7:34 PM UTC
sha256:0b8f731db074e8c413882b6505fd8d5bc83ae93889f0d5750d02b66e0169f810RUN
sed '/mamba-ssm/d' /app/requirements_nlp.txt > /app/temp_requirements_nlp.txt &&
  pip install --no-cache-dir -r /app/temp_requirements_nlp.txt &&
  rm /app/temp_requirements_nlp.txt
11/08/2024 8:55 AM UTC
sha256:cea538bf38a344f15b4ddee54ea9ba85765df8022da7f48097988b97db7953efCOPY
../../../requirements/requirements_nlp.txt /app/requirements_nlp.txt
11/08/2024 8:54 AM UTC
sha256:670df96170a07de080e3d14eec6ccdcf236d6ac9b3a4cd549b86344ea71ca544RUN
pip install --no-cache-dir -r /app/requirements_common.txt
11/08/2024 8:54 AM UTC
sha256:ad278febc5fd1759198a43e9b38206fe07a2795041f4c63177c4a0044acae3abCOPY
../../../requirements/requirements_common.txt /app/requirements_common.txt
11/08/2024 8:54 AM UTC
sha256:ca4540803902238209e594d6c95772adb7bbcc1edb4ddc6d713beccbf7fb770dRUN
pip install --no-cache-dir -r /app/requirements.txt
11/08/2024 8:54 AM UTC
sha256:2133e07640a8684612cbe79bbf7ed0b26bf1a711712e6c3ae4beff0e7083f6f1COPY
../../../requirements/requirements.txt /app/requirements.txt
11/08/2024 8:54 AM UTC
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