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=`	12/21/2024 7:06 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`NVIDIA_BUILD_REF`	12/21/2024 7:06 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	LABEL	`com.nvidia.build.id=114410972`	12/21/2024 7:06 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ENV	`NVIDIA_BUILD_ID=114410972`	12/21/2024 7:06 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`NVIDIA_BUILD_ID`	12/21/2024 7:06 PM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1	RUN	NVIDIA_BIGNLP_VERSION= TRT_VER=10.5.0.18 CUDA_VER=12.6 CUDNN_VER=9.5.0.50-1 NCCL_VER= CUBLAS_VER=12.6.3.3-1 NVRTC_VER=12.6.77-1 REINSTALL_APEX=False APEX_COMMIT=73375b3bbcb59a5d6ff43f2fafd00b9ecdbe0417 MCORE_COMMIT=core_r0.10.0 SRC_DIR=/src/tensorrt_llm CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build TARGET_ARCH=x86 INSTALL_VLLM=True ALIGNER_COMMIT=r0.6.0 LAUNCHER_COMMIT=5730fac6f97795931325cab0ac5dce1924cdcb3f DATA_CURATOR_COMMIT=r0.6.0 INSTALL_DATA_CURATOR=True MODELOPT_VERSION=0.19.0 NEMO_COMMIT=r2.1.0 RESIL_COMMIT=97aad77609d2e25ed38ac5c99f0c13f93c48464e NEMO_RUN_COMMIT=b4e2258f61b88c53b77996b5f9ed871ee666d85f PRE_COMPILE_QUANT_KERNELS=True chmod -R a+w /workspace	12/21/2024 7:06 PM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1	WORKDIR	`/workspace`	12/21/2024 7:06 PM UTC
sha256:e9bdaffa10307d328eec135e79336f28444a36515ecaffeba896746f2b7a80a6	RUN	NVIDIA_BIGNLP_VERSION= TRT_VER=10.5.0.18 CUDA_VER=12.6 CUDNN_VER=9.5.0.50-1 NCCL_VER= CUBLAS_VER=12.6.3.3-1 NVRTC_VER=12.6.77-1 REINSTALL_APEX=False APEX_COMMIT=73375b3bbcb59a5d6ff43f2fafd00b9ecdbe0417 MCORE_COMMIT=core_r0.10.0 SRC_DIR=/src/tensorrt_llm CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build TARGET_ARCH=x86 INSTALL_VLLM=True ALIGNER_COMMIT=r0.6.0 LAUNCHER_COMMIT=5730fac6f97795931325cab0ac5dce1924cdcb3f DATA_CURATOR_COMMIT=r0.6.0 INSTALL_DATA_CURATOR=True MODELOPT_VERSION=0.19.0 NEMO_COMMIT=r2.1.0 RESIL_COMMIT=97aad77609d2e25ed38ac5c99f0c13f93c48464e NEMO_RUN_COMMIT=b4e2258f61b88c53b77996b5f9ed871ee666d85f PRE_COMPILE_QUANT_KERNELS=True if [ $PRE_COMPILE_QUANT_KERNELS = "True" ]; then python -c "import modelopt.torch.quantization.extensions as ext; ext.precompile()"; fi	12/21/2024 7:06 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4	ARG	`PRE_COMPILE_QUANT_KERNELS=True`	12/21/2024 6:59 PM UTC
sha256:289a2643b722aaaf069f5cff1f7649f1a9d1484e2509a2f14c91e518ff8688c6	RUN	NVIDIA_BIGNLP_VERSION= TRT_VER=10.5.0.18 CUDA_VER=12.6 CUDNN_VER=9.5.0.50-1 NCCL_VER= CUBLAS_VER=12.6.3.3-1 NVRTC_VER=12.6.77-1 REINSTALL_APEX=False APEX_COMMIT=73375b3bbcb59a5d6ff43f2fafd00b9ecdbe0417 MCORE_COMMIT=core_r0.10.0 SRC_DIR=/src/tensorrt_llm CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build TARGET_ARCH=x86 INSTALL_VLLM=True ALIGNER_COMMIT=r0.6.0 LAUNCHER_COMMIT=5730fac6f97795931325cab0ac5dce1924cdcb3f DATA_CURATOR_COMMIT=r0.6.0 INSTALL_DATA_CURATOR=True MODELOPT_VERSION=0.19.0 NEMO_COMMIT=r2.1.0 RESIL_COMMIT=97aad77609d2e25ed38ac5c99f0c13f93c48464e NEMO_RUN_COMMIT=b4e2258f61b88c53b77996b5f9ed871ee666d85f sed -i '/^LayerId/s/^/#/' /usr/local/lib/python3.10/dist-packages/cv2/typing/__init__.py	12/21/2024 6:59 PM UTC