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=`	03/25/2025 5:02 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`NVIDIA_BUILD_REF`	03/25/2025 5:02 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	LABEL	`com.nvidia.build.id=148941829`	03/25/2025 5:02 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ENV	`NVIDIA_BUILD_ID=148941829`	03/25/2025 5:02 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`NVIDIA_BUILD_ID`	03/25/2025 5:02 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ENV	`NEMO_FW_PIPELINE_ID=26015665`	03/25/2025 5:02 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`NEMO_FW_PIPELINE_ID=26015665`	03/25/2025 5:02 PM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1	RUN	NVIDIA_BIGNLP_VERSION= TRT_VER=10.9.0.34 CUDA_VER=12.8 CUDNN_VER=9.8.0.87-1 NCCL_VER=2.25.1-1+cuda12.8 CUBLAS_VER=12.8.4.1-1 NVRTC_VER=12.8.93-1 TRT_LLM_COMMIT=fe85b725df3e769b87a8fdb63154276f87032080 TRT_LLM_VERSION=0.17.1 REINSTALL_NSYS=True NSYS_VERSION=2025.1.1.65 REINSTALL_APEX=False APEX_COMMIT=8c23de079580a9266f2bc53b9c64e6a1a17667de MCORE_COMMIT=dc7ab0fd4b86830ad26385c6473f8b90d70686d9 MCORE_VERSION=0.12.0rc0 SRC_DIR=/src/tensorrt_llm CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build TARGET_ARCH=arm INSTALL_VLLM=False ALIGNER_COMMIT=dev ALIGNER_VERSION=0.6.0rc0.dev0 LAUNCHER_COMMIT=9b715db12f8c78fa33cfd2414e12d1dabfa8e8ad CURATOR_COMMIT=0f14b96999ace531285de9f73bf5221cdb6427d1 INSTALL_CURATOR=True CURATOR_VERSION=0.8.0rc0.dev0 NEMO_COMMIT=46abcaa291449150ff756ada251f21a68387fbcd NEMO_VERSION=2.3.0rc0 INSTALL_RESIL=True RESIL_COMMIT=b6eb61dbf9fe272b1a943b1b0d9efdde99df0737 RESIL_VERSION=0.2.0 INSTALL_MODELOPT=False MODELOPT_VERSION= NEMO_RUN_COMMIT=ddc130cc3f9a8dbe87a5314bf7e8e95c324f55d6 PRE_COMPILE_QUANT_KERNELS=True chmod -R a+w /workspace	03/25/2025 5:02 PM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1	WORKDIR	`/workspace`	03/25/2025 5:02 PM UTC
sha256:a1c8199ed1e61f5c0c14436aeb91b642711b6938acae601307b350c311e81c0d	RUN	NVIDIA_BIGNLP_VERSION= TRT_VER=10.9.0.34 CUDA_VER=12.8 CUDNN_VER=9.8.0.87-1 NCCL_VER=2.25.1-1+cuda12.8 CUBLAS_VER=12.8.4.1-1 NVRTC_VER=12.8.93-1 TRT_LLM_COMMIT=fe85b725df3e769b87a8fdb63154276f87032080 TRT_LLM_VERSION=0.17.1 REINSTALL_NSYS=True NSYS_VERSION=2025.1.1.65 REINSTALL_APEX=False APEX_COMMIT=8c23de079580a9266f2bc53b9c64e6a1a17667de MCORE_COMMIT=dc7ab0fd4b86830ad26385c6473f8b90d70686d9 MCORE_VERSION=0.12.0rc0 SRC_DIR=/src/tensorrt_llm CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build TARGET_ARCH=arm INSTALL_VLLM=False ALIGNER_COMMIT=dev ALIGNER_VERSION=0.6.0rc0.dev0 LAUNCHER_COMMIT=9b715db12f8c78fa33cfd2414e12d1dabfa8e8ad CURATOR_COMMIT=0f14b96999ace531285de9f73bf5221cdb6427d1 INSTALL_CURATOR=True CURATOR_VERSION=0.8.0rc0.dev0 NEMO_COMMIT=46abcaa291449150ff756ada251f21a68387fbcd NEMO_VERSION=2.3.0rc0 INSTALL_RESIL=True RESIL_COMMIT=b6eb61dbf9fe272b1a943b1b0d9efdde99df0737 RESIL_VERSION=0.2.0 INSTALL_MODELOPT=False MODELOPT_VERSION= NEMO_RUN_COMMIT=ddc130cc3f9a8dbe87a5314bf7e8e95c324f55d6 PRE_COMPILE_QUANT_KERNELS=True if [ $PRE_COMPILE_QUANT_KERNELS = "True" ]; then python -c "import modelopt.torch.quantization.extensions as ext; ext.precompile()"; fi	03/25/2025 5:02 PM UTC