ContainersNVIDIADeepSeek-R1NVIDIALlama-3.1-Nemotron-70B-InstructNVIDIAPyTorch
CollectionsNVIDIAOmniverse Kit (FB)NVIDIADeepStream SDKNVIDIAOmniverse Kit App Streaming
ModelsNVIDIAStyleGAN3 pretrained modelsNVIDIAPeopleNetNVIDIATrafficCamNet
ResourcesNVIDIARiva Skills Quick Start
Helm ChartsNVIDIAGPU OperatorNVIDIANVIDIA NIM Operator
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.

NVIDIA AI Enterprise Supported
LayerLabelCreated
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
com.nvidia.build.ref=c66568ebda7cde9f5231a46a0d93240373c63a6c
08/27/2025 6:43 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
NVIDIA_BUILD_REF=c66568ebda7cde9f5231a46a0d93240373c63a6c
08/27/2025 6:43 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
com.nvidia.build.id=203980513
08/27/2025 6:43 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
NVIDIA_BUILD_ID=203980513
08/27/2025 6:43 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
NVIDIA_BUILD_ID=203980513
08/27/2025 6:43 PM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1RUN
NVIDIA_BIGNLP_VERSION= UV_VERSION=0.7.2 REINSTALL_NSYS=True NSYS_VERSION=2025.1.1.103 REINSTALL_CUDNN=True CUDNN_VERSION=9.10.1.4 REINSTALL_NCCL=True NCCL_VERSION=2.26.5 INSTALL_DEEPEP=True TARGET_ARCH=arm DEEPEP_COMMIT=a84a24808fb0ea732f49b874cc456a69dde69076 DEEPEP_NVSHMEM_COMMIT= GDR_COPY_VERSION=v2.4.1 REINSTALL_APEX=False APEX_COMMIT=26bba57d62553d268319b4a20cc3d8aa990249ec MCORE_COMMIT=ea651a3b78b9b0c1dfd83975ff28853e38e5abaa MCORE_VERSION=0.13.1 NEMO_COMMIT=6489229cbb05c38ad20c2e00f7a2adde2e5bd8c4 NEMO_VERSION=2.4.1 NEMO_EXPORT_DEPLOY_COMMIT=75e25d47c2430c600dde63d317122034d10e2995 NEMO_EXPORT_DEPLOY_VERSION= SKIP_TRTLLM=True NEMO_EVAL_COMMIT=97331474f317d84768ea551fa32b16becbeaa56f NEMO_EVAL_VERSION= NVFSDP_COMMIT=c4180101296d8bbfcd6a5f65ca28416fce89f131 NVFSDP_VERSION=0.2.0rc0 NEMO_AUTOMODEL_COMMIT=36076d22c13695c1e0268d27d45db10fc8dc3783 NEMO_AUTOMODEL_VERSION=0.2.0rc0 MEGATRON_BRIDGE_COMMIT=039b26f78695a05ac4304de72a206781788de48f MEGATRON_BRIDGE_VERSION=0.2.0rc0 INSTALL_RESIL=False RESIL_COMMIT=not_installed RESIL_VERSION=not_installed INSTALL_MODELOPT=True MODELOPT_VERSION=0.31.0 NEMO_RUN_COMMIT=ddb1c4b4e406a11be291729e22f68c52f394b0f0 URM_USER_ACCOUNT=donghyukc PRE_COMPILE_QUANT_KERNELS=True chmod -R a+w /workspace
08/27/2025 6:43 PM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1WORKDIR
/workspace
08/27/2025 6:43 PM UTC
sha256:cacb734c820ebc61c0359e1b89343eaef198eca3777f73017c49a4b9b8b6e709RUN
NVIDIA_BIGNLP_VERSION= UV_VERSION=0.7.2 REINSTALL_NSYS=True NSYS_VERSION=2025.1.1.103 REINSTALL_CUDNN=True CUDNN_VERSION=9.10.1.4 REINSTALL_NCCL=True NCCL_VERSION=2.26.5 INSTALL_DEEPEP=True TARGET_ARCH=arm DEEPEP_COMMIT=a84a24808fb0ea732f49b874cc456a69dde69076 DEEPEP_NVSHMEM_COMMIT= GDR_COPY_VERSION=v2.4.1 REINSTALL_APEX=False APEX_COMMIT=26bba57d62553d268319b4a20cc3d8aa990249ec MCORE_COMMIT=ea651a3b78b9b0c1dfd83975ff28853e38e5abaa MCORE_VERSION=0.13.1 NEMO_COMMIT=6489229cbb05c38ad20c2e00f7a2adde2e5bd8c4 NEMO_VERSION=2.4.1 NEMO_EXPORT_DEPLOY_COMMIT=75e25d47c2430c600dde63d317122034d10e2995 NEMO_EXPORT_DEPLOY_VERSION= SKIP_TRTLLM=True NEMO_EVAL_COMMIT=97331474f317d84768ea551fa32b16becbeaa56f NEMO_EVAL_VERSION= NVFSDP_COMMIT=c4180101296d8bbfcd6a5f65ca28416fce89f131 NVFSDP_VERSION=0.2.0rc0 NEMO_AUTOMODEL_COMMIT=36076d22c13695c1e0268d27d45db10fc8dc3783 NEMO_AUTOMODEL_VERSION=0.2.0rc0 MEGATRON_BRIDGE_COMMIT=039b26f78695a05ac4304de72a206781788de48f MEGATRON_BRIDGE_VERSION=0.2.0rc0 INSTALL_RESIL=False RESIL_COMMIT=not_installed RESIL_VERSION=not_installed INSTALL_MODELOPT=True MODELOPT_VERSION=0.31.0 NEMO_RUN_COMMIT=ddb1c4b4e406a11be291729e22f68c52f394b0f0 URM_USER_ACCOUNT=donghyukc PRE_COMPILE_QUANT_KERNELS=True cd /usr/local/lib/python3.12/dist-packages &&
  patch -p1 $(python -c "import triton; print(triton.__path__[0])")/runtime/autotuner.py /opt/triton-lang_triton_6570_lazy_init.patch &&
  rm /opt/triton-lang_triton_6570_lazy_init.patch
08/27/2025 6:43 PM UTC
sha256:687f254e5fea1475c96f1d7307318a5b1acf10c9aa0ee8998cc67d268ce71fdcCOPY
nemo2/patches/triton-lang_triton_6570_lazy_init.patch /opt/
08/27/2025 6:43 PM UTC
sha256:dd21a5f2a19790ebc01d78c2654de9cedc9f852abf021ef51236de974219f533RUN
NVIDIA_BIGNLP_VERSION= UV_VERSION=0.7.2 REINSTALL_NSYS=True NSYS_VERSION=2025.1.1.103 REINSTALL_CUDNN=True CUDNN_VERSION=9.10.1.4 REINSTALL_NCCL=True NCCL_VERSION=2.26.5 INSTALL_DEEPEP=True TARGET_ARCH=arm DEEPEP_COMMIT=a84a24808fb0ea732f49b874cc456a69dde69076 DEEPEP_NVSHMEM_COMMIT= GDR_COPY_VERSION=v2.4.1 REINSTALL_APEX=False APEX_COMMIT=26bba57d62553d268319b4a20cc3d8aa990249ec MCORE_COMMIT=ea651a3b78b9b0c1dfd83975ff28853e38e5abaa MCORE_VERSION=0.13.1 NEMO_COMMIT=6489229cbb05c38ad20c2e00f7a2adde2e5bd8c4 NEMO_VERSION=2.4.1 NEMO_EXPORT_DEPLOY_COMMIT=75e25d47c2430c600dde63d317122034d10e2995 NEMO_EXPORT_DEPLOY_VERSION= SKIP_TRTLLM=True NEMO_EVAL_COMMIT=97331474f317d84768ea551fa32b16becbeaa56f NEMO_EVAL_VERSION= NVFSDP_COMMIT=c4180101296d8bbfcd6a5f65ca28416fce89f131 NVFSDP_VERSION=0.2.0rc0 NEMO_AUTOMODEL_COMMIT=36076d22c13695c1e0268d27d45db10fc8dc3783 NEMO_AUTOMODEL_VERSION=0.2.0rc0 MEGATRON_BRIDGE_COMMIT=039b26f78695a05ac4304de72a206781788de48f MEGATRON_BRIDGE_VERSION=0.2.0rc0 INSTALL_RESIL=False RESIL_COMMIT=not_installed RESIL_VERSION=not_installed INSTALL_MODELOPT=True MODELOPT_VERSION=0.31.0 NEMO_RUN_COMMIT=ddb1c4b4e406a11be291729e22f68c52f394b0f0 URM_USER_ACCOUNT=donghyukc PRE_COMPILE_QUANT_KERNELS=True if [ $PRE_COMPILE_QUANT_KERNELS = "True" ]; then python -c "import modelopt.torch.quantization.extensions as ext; ext.precompile()"; fi
08/27/2025 6:43 PM UTC
...