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=`	03/21/2025 6:36 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`NVIDIA_BUILD_REF`	03/21/2025 6:36 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	LABEL	`com.nvidia.build.id=134983854`	03/21/2025 6:36 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ENV	`NVIDIA_BUILD_ID=134983854`	03/21/2025 6:36 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`NVIDIA_BUILD_ID`	03/21/2025 6:36 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ENV	`NEMO_FW_PIPELINE_ID=25826913`	03/21/2025 6:36 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`NEMO_FW_PIPELINE_ID=25826913`	03/21/2025 6:36 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 TRT_LLM_VERSION=0.17.0 REINSTALL_NSYS=True NSYS_VERSION=2025.1.1.65 REINSTALL_APEX=False APEX_COMMIT=b216eeee7dd91478745496919e9c0167cc4c41e3 MCORE_COMMIT=f62eb5b5c2bc75cb6e0c1d7a7c0813f84b223291 MCORE_VERSION=0.11.1 SRC_DIR=/src/tensorrt_llm CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build TARGET_ARCH=arm INSTALL_VLLM=False ALIGNER_COMMIT=7454c5aa56b82d120442a17e75ed8bb72101a880 ALIGNER_VERSION=0.7.0rc1.dev0 LAUNCHER_COMMIT=4abd481402adc8a061942c486eda6d71f19de718 DATA_CURATOR_COMMIT=6ce39740e0687d0d180871b96f093a2371279f7d INSTALL_DATA_CURATOR=True DATA_CURATOR_VERSION=0.7.1 INSTALL_MODELOPT=False MODELOPT_VERSION= NEMO_COMMIT=06bbda337b51f91b2e1a97db7a6b5f43635b9bc4 NEMO_VERSION=2.2.1 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	03/21/2025 6:36 AM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1	WORKDIR	`/workspace`	03/21/2025 6:36 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 TRT_LLM_VERSION=0.17.0 REINSTALL_NSYS=True NSYS_VERSION=2025.1.1.65 REINSTALL_APEX=False APEX_COMMIT=b216eeee7dd91478745496919e9c0167cc4c41e3 MCORE_COMMIT=f62eb5b5c2bc75cb6e0c1d7a7c0813f84b223291 MCORE_VERSION=0.11.1 SRC_DIR=/src/tensorrt_llm CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build TARGET_ARCH=arm INSTALL_VLLM=False ALIGNER_COMMIT=7454c5aa56b82d120442a17e75ed8bb72101a880 ALIGNER_VERSION=0.7.0rc1.dev0 LAUNCHER_COMMIT=4abd481402adc8a061942c486eda6d71f19de718 DATA_CURATOR_COMMIT=6ce39740e0687d0d180871b96f093a2371279f7d INSTALL_DATA_CURATOR=True DATA_CURATOR_VERSION=0.7.1 INSTALL_MODELOPT=False MODELOPT_VERSION= NEMO_COMMIT=06bbda337b51f91b2e1a97db7a6b5f43635b9bc4 NEMO_VERSION=2.2.1 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	03/21/2025 6:36 AM UTC