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
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	LABEL	`com.nvidia.build.ref=`	02/11/2025 2:09 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`NVIDIA_BUILD_REF`	02/11/2025 2:09 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	LABEL	`com.nvidia.build.id=134983854`	02/11/2025 2:09 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ENV	`NVIDIA_BUILD_ID=134983854`	02/11/2025 2:09 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`NVIDIA_BUILD_ID`	02/11/2025 2:09 AM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1	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 REINSTALL_APEX=False APEX_COMMIT=b216eeee7dd91478745496919e9c0167cc4c41e3 MCORE_COMMIT=0dd78ddcdb117ce4f2e9761449274d87af717674 SRC_DIR=/src/tensorrt_llm CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build TARGET_ARCH=arm INSTALL_VLLM=False ALIGNER_COMMIT=dev LAUNCHER_COMMIT=4abd481402adc8a061942c486eda6d71f19de718 DATA_CURATOR_COMMIT=2d55eaa6e8217817cf5e8f82eac0a82571621f1a INSTALL_DATA_CURATOR=True MODELOPT_VERSION=0.21.0 NEMO_COMMIT=36af8af31bc8ff117fb249161aa28fdfb3e5f423 INSTALL_RESIL=True RESIL_COMMIT=b6eb61dbf9fe272b1a943b1b0d9efdde99df0737 NEMO_RUN_COMMIT=f07f44688e42e5500bf28ff83dd3e0f4bead0c8d PRE_COMPILE_QUANT_KERNELS=False chmod -R a+w /workspace	02/11/2025 2:09 AM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1	WORKDIR	`/workspace`	02/11/2025 2:09 AM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1	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 REINSTALL_APEX=False APEX_COMMIT=b216eeee7dd91478745496919e9c0167cc4c41e3 MCORE_COMMIT=0dd78ddcdb117ce4f2e9761449274d87af717674 SRC_DIR=/src/tensorrt_llm CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build TARGET_ARCH=arm INSTALL_VLLM=False ALIGNER_COMMIT=dev LAUNCHER_COMMIT=4abd481402adc8a061942c486eda6d71f19de718 DATA_CURATOR_COMMIT=2d55eaa6e8217817cf5e8f82eac0a82571621f1a INSTALL_DATA_CURATOR=True MODELOPT_VERSION=0.21.0 NEMO_COMMIT=36af8af31bc8ff117fb249161aa28fdfb3e5f423 INSTALL_RESIL=True RESIL_COMMIT=b6eb61dbf9fe272b1a943b1b0d9efdde99df0737 NEMO_RUN_COMMIT=f07f44688e42e5500bf28ff83dd3e0f4bead0c8d PRE_COMPILE_QUANT_KERNELS=False if [ $PRE_COMPILE_QUANT_KERNELS = "True" ]; then python -c "import modelopt.torch.quantization.extensions as ext; ext.precompile()"; fi	02/11/2025 2:09 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`PRE_COMPILE_QUANT_KERNELS=False`	02/11/2025 2:09 AM UTC
sha256:c5ccd857fe8b84d40dfb9e834e426b1a531c5d67cbd3321d2d01f88fb624f297	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 REINSTALL_APEX=False APEX_COMMIT=b216eeee7dd91478745496919e9c0167cc4c41e3 MCORE_COMMIT=0dd78ddcdb117ce4f2e9761449274d87af717674 SRC_DIR=/src/tensorrt_llm CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build TARGET_ARCH=arm INSTALL_VLLM=False ALIGNER_COMMIT=dev LAUNCHER_COMMIT=4abd481402adc8a061942c486eda6d71f19de718 DATA_CURATOR_COMMIT=2d55eaa6e8217817cf5e8f82eac0a82571621f1a INSTALL_DATA_CURATOR=True MODELOPT_VERSION=0.21.0 NEMO_COMMIT=36af8af31bc8ff117fb249161aa28fdfb3e5f423 INSTALL_RESIL=True RESIL_COMMIT=b6eb61dbf9fe272b1a943b1b0d9efdde99df0737 NEMO_RUN_COMMIT=f07f44688e42e5500bf28ff83dd3e0f4bead0c8d sed -i '/^LayerId/s/^/#/' /usr/local/lib/python3.12/dist-packages/cv2/typing/__init__.py	02/11/2025 2:09 AM UTC