NeMo Framework Megatron Backend

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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

Layer	Label		Created
8e30b42b8fc52070cd772bd0d606feeeffd6cf7f445cb8af9c6f60dcdf629251	CONFIG	`Entrypoint /opt/nvidia/nvidia_entrypoint.sh; WorkingDir /workspace; ExposedPorts 6006/tcp, 8888/tcp`	03/01/2025 2:08 AM UTC
d81653a37e1cc4859434efb985a69397fc69501059acd6b92f82b2ee68bb079f	ARG	`NVIDIA_BUILD_REF`	03/01/2025 2:08 AM UTC
1e91e8b85a8d154d9cfbcb539d8b72ad1492b59b51fb39a6b441315ea280c3eb	LABEL	`com.nvidia.build.id=134983853`	03/01/2025 2:08 AM UTC
fa21aff3a1dccf0f5ebd99ada105b4aaa4ca58c94260372ff1095bdc7ffb05f4	ENV	`NVIDIA_BUILD_ID=134983853`	03/01/2025 2:08 AM UTC
6c42c7102d1d4598670337cfa7b7c7fe8322e7bb36c13b18ed29894656260785	ARG	`NVIDIA_BUILD_ID`	03/01/2025 2:08 AM UTC
8ee5b5517d0b9087f8affead51bac8744c46b032ea0ce0cf5b2eeaae5c74c434	ENV	`NEMO_FW_PIPELINE_ID=24735719`	03/01/2025 2:08 AM UTC
ca0838bccb52f330f874752250578c09728bbcdfc2dd19339e1776b72a1e31bb	ARG	`NEMO_FW_PIPELINE_ID=24735719`	03/01/2025 2:08 AM UTC
7d11ddcd720f8501d61edca931d9351400908a14c42059e6a9384a2bf95d3a9f	RUN	NVIDIA_BIGNLP_VERSION= TRT_VER=10.8.0.24 CUDA_VER=12.8 CUDNN_VER=9.5.1.17-1 NCCL_VER= CUBLAS_VER=12.6.1.4-1 NVRTC_VER=12.6.85-1 TRT_LLM_COMMIT=2830e4e8099c0d7e6402494865b9cb7433f51eb5 TRT_LLM_VERSION=0.17.0 REINSTALL_APEX=False APEX_COMMIT=b216eeee7dd91478745496919e9c0167cc4c41e3 MCORE_COMMIT=791b70e031dc6905f77e29c25f1e2ac5b8dd4870 MCORE_VERSION=0.11.0rc1 SRC_DIR=/src/tensorrt_llm CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build TARGET_ARCH=x86 INSTALL_VLLM=True ALIGNER_COMMIT=r0.7.0 ALIGNER_VERSION=0.7.0rc1.dev0 LAUNCHER_COMMIT=4abd481402adc8a061942c486eda6d71f19de718 DATA_CURATOR_COMMIT=r0.7.0 INSTALL_DATA_CURATOR=True DATA_CURATOR_VERSION=0.7.0rc3.dev0 INSTALL_MODELOPT=False MODELOPT_VERSION= NEMO_COMMIT=r2.2.0 NEMO_VERSION=2.2.0rc4 INSTALL_RESIL=True RESIL_COMMIT=b6eb61dbf9fe272b1a943b1b0d9efdde99df0737 RESIL_VERSION=0.2.0 NEMO_RUN_COMMIT=451f781c67698582b7ba91ac86aac0e5b5c6ae52 PRE_COMPILE_QUANT_KERNELS=False chmod -R a+w /workspace	03/01/2025 2:08 AM UTC
3471dd3b752143649d758f7211f0a0b696e1faf0cf800cd3ae3689383250f82e	WORKDIR	`/workspace`	03/01/2025 2:08 AM UTC
81fcafadfcb622476f173bfeab4eb30558c61266af30945cf6532e471eb897eb	RUN	NVIDIA_BIGNLP_VERSION= TRT_VER=10.8.0.24 CUDA_VER=12.8 CUDNN_VER=9.5.1.17-1 NCCL_VER= CUBLAS_VER=12.6.1.4-1 NVRTC_VER=12.6.85-1 TRT_LLM_COMMIT=2830e4e8099c0d7e6402494865b9cb7433f51eb5 TRT_LLM_VERSION=0.17.0 REINSTALL_APEX=False APEX_COMMIT=b216eeee7dd91478745496919e9c0167cc4c41e3 MCORE_COMMIT=791b70e031dc6905f77e29c25f1e2ac5b8dd4870 MCORE_VERSION=0.11.0rc1 SRC_DIR=/src/tensorrt_llm CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build TARGET_ARCH=x86 INSTALL_VLLM=True ALIGNER_COMMIT=r0.7.0 ALIGNER_VERSION=0.7.0rc1.dev0 LAUNCHER_COMMIT=4abd481402adc8a061942c486eda6d71f19de718 DATA_CURATOR_COMMIT=r0.7.0 INSTALL_DATA_CURATOR=True DATA_CURATOR_VERSION=0.7.0rc3.dev0 INSTALL_MODELOPT=False MODELOPT_VERSION= NEMO_COMMIT=r2.2.0 NEMO_VERSION=2.2.0rc4 INSTALL_RESIL=True RESIL_COMMIT=b6eb61dbf9fe272b1a943b1b0d9efdde99df0737 RESIL_VERSION=0.2.0 NEMO_RUN_COMMIT=451f781c67698582b7ba91ac86aac0e5b5c6ae52 PRE_COMPILE_QUANT_KERNELS=False if [ $PRE_COMPILE_QUANT_KERNELS = "True" ]; then python -c "import modelopt.torch.quantization.extensions as ext; ext.precompile()"; fi	03/01/2025 2:08 AM UTC