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: An NVIDIA GPU (Turing architecture or later recommended). For advanced FP8 support, NVIDIA Hopper, Ada, or Blackwell GPUs are required. Python : Version 3.10 or higher (3.12 is recommended). PyTorch : Version 2.6.0 or higher. CUDA Toolkit : The latest stable version.

Note: If the installation fails due to memory issues during compilation, limit the parallel jobs by prefixing the command with MAX_JOBS=4 . Download Install Megatron Repo zip

Once inside the container, you can proceed with the source installation as described above. : An NVIDIA GPU (Turing architecture or later recommended)

If you need additional features like , SentencePiece , or the Transformer Engine , use the following command for a complete setup: or the Transformer Engine

The NVIDIA Megatron Core Documentation warns that this step may take 20+ minutes as it compiles CUDA kernels.