Skip to main content
NVIDIA
TensorRT LLM Develop
Container
NVIDIA
TensorRT LLM Develop

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs.

  • LayerLabelCreated
    sha256:0a86cb086813c2d6d3611d2698d980b3f9716c6b73e7abd0636dab66f370806aRUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= TORCH_INSTALL_TYPE=skip /bin/bash -c if [ -f /etc/redhat-release ]; then echo "Rocky8 detected, skipping symlink and ldconfig steps"; else cd /usr/local/lib/python3.12/dist-packages/ &&
      ls -la | grep pytorch_triton &&
      mv pytorch_triton-3.3.1+gitc8757738.dist-info triton-3.3.1+gitc8757738.dist-info &&
      cd triton-3.3.1+gitc8757738.dist-info &&
      echo "Current directory: $(pwd)" &&
      echo "Files in directory:" &&
      ls -la &&
      sed -i 's/^Name: pytorch-triton/Name: triton/' METADATA &&
      sed -i 's|pytorch_triton-3.3.1+gitc8757738.dist-info/|triton-3.3.1+gitc8757738.dist-info/|g' RECORD &&
      echo "METADATA after update:" &&
      grep "^Name:" METADATA; fi
    09/15/2025 8:28 AM UTC
    sha256:619578e9873f2cc19aa97962e96a364db50778c7711619131a18f67beb0ff6b1RUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= TORCH_INSTALL_TYPE=skip /bin/bash -c bash ./install.sh --opencv &&
      bash ./install.sh --protobuf &&
      rm install.sh
    09/15/2025 8:28 AM UTC
    sha256:f8a505407a3fe5de1853c60a7c12295333cb64eb8a64710e34427cbdbfdd89b1RUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= TORCH_INSTALL_TYPE=skip /bin/bash -c TORCH_INSTALL_TYPE=${TORCH_INSTALL_TYPE} bash ./install.sh --pytorch &&
      rm install_pytorch.sh
    09/15/2025 8:26 AM UTC
    sha256:3cd8ec36a1dd3df991f7d66d8d6a5fbc7690ba38524e6ad718765f8fe3cf3324COPY
    docker/common/install_pytorch.sh install_pytorch.sh
    09/15/2025 8:26 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    TORCH_INSTALL_TYPE=skip
    09/15/2025 8:26 AM UTC
    sha256:d6c25a8b1a8890df8f0b68f5b1cba031b6c897d00cd6c80dcfa8782802c648a1RUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= /bin/bash -c GITHUB_MIRROR=${GITHUB_MIRROR} bash ./install.sh --mpi4py &&
      rm install_mpi4py.sh
    09/15/2025 8:26 AM UTC
    sha256:3f04a6e800cb59fd46cea80e8211a2772d6fde71dbb6025020914db5704b6ef8COPY
    docker/common/install_mpi4py.sh install_mpi4py.sh
    09/15/2025 8:00 AM UTC
    sha256:40543d2c6e2a44f0adf230161c951637181e63b5b56b5e107963408a2326cfb0RUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= /bin/bash -c bash ./install.sh --polygraphy &&
      rm install_polygraphy.sh
    09/15/2025 8:00 AM UTC
    sha256:9b30d1b0577cdfce1ecda6e85ece5e18c012808626f2ce04cadcf443de36af49COPY
    docker/common/install_polygraphy.sh install_polygraphy.sh
    09/15/2025 7:56 AM UTC
    sha256:1c42b46f89f731c4c76fe2c03e1190d089d0ecfcfbba38832946ee2877b77469RUN
    GITHUB_MIRROR=https://urm.nvidia.com/artifactory/github-go-remote PYTHON_VERSION=3.12.3 TRT_VER= CUDA_VER= CUDNN_VER= NCCL_VER= CUBLAS_VER= /bin/bash -c TRT_VER=${TRT_VER} CUDA_VER=${CUDA_VER} CUDNN_VER=${CUDNN_VER} NCCL_VER=${NCCL_VER} CUBLAS_VER=${CUBLAS_VER} bash ./install.sh --tensorrt &&
      rm install_tensorrt.sh
    09/15/2025 7:56 AM UTC
    ...

    NVIDIA uses cookies to improve your experience on our web site. We and our third-party partners also use cookies and other tools to collect and record information you provide as well as information about your interactions with our websites for performance improvement, analytics, and to assist in marketing efforts. By clicking "Accept All", you consent to our use of cookies and other tools as described in our Cookie Policy. You can manage your cookie settings by clicking on "Manage Settings." By continuing to use this site or by clicking one of the buttons below, you agree to our Terms of Service (which contains important waivers). Please see our Privacy Policy for more information on our privacy practices.