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TensorRT LLM Develop
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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
    sha256:0f60869c650d2adc0180abc40ebc94fd7629edd6cef15b3c5e2145dd2ef7d3f9RUN
    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 pip3 install --upgrade --no-cache-dir "h11>=0.16" "tornado>=6.5.0" "setuptools>=78.1.1,<80"
    06/18/2025 6:56 PM UTC
    sha256:bd39439bda26f48f55fbf562dd3beafa5f15aca1bc70cce2580ff47166515c23RUN
    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 pip3 install opencv-python-headless --force-reinstall --no-deps --no-cache-dir
    06/18/2025 6:55 PM UTC
    sha256:7e6d94bfd58f7ebc47450dfbde48ccda974d5d7c18043dd93fefbeb98c9a358bRUN
    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 pip3 uninstall -y opencv &&
      rm -rf /usr/local/lib/python3*/dist-packages/cv2/
    06/18/2025 6:55 PM UTC
    sha256:46233abbc92d07feecb0666b4e89705996eec8e696708b70bea944fc8db51e27RUN
    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_pytorch.sh $TORCH_INSTALL_TYPE &&
      rm install_pytorch.sh
    06/18/2025 6:55 PM UTC
    sha256:e0c289b80c8d5bb466e8c605e7a36f63ebf128674621ef4b7f09d0fde4f3f993COPY
    docker/common/install_pytorch.sh install_pytorch.sh
    06/18/2025 6:55 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    TORCH_INSTALL_TYPE=skip
    06/18/2025 6:55 PM UTC
    sha256:ab70535489fdc5ff109859372b0da5fbad35fbd9ec3536d9834a88b02330470fRUN
    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_mpi4py.sh &&
      rm install_mpi4py.sh
    06/18/2025 6:55 PM UTC
    sha256:429bd4caf5c0f3867554b74223dc354ec529fc6029a505401f628a20650264b3COPY
    docker/common/install_mpi4py.sh install_mpi4py.sh
    06/18/2025 6:54 PM UTC
    sha256:415b20c0c9460d378da397127e33ded0866ff40a7e21c6250c86c3d3ece58742RUN
    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_polygraphy.sh &&
      rm install_polygraphy.sh
    06/18/2025 6:54 PM UTC
    sha256:16e0701ff4d930de3ce52f4bc0132c2b134bf5b30bade472467048bc823a81c4COPY
    docker/common/install_polygraphy.sh install_polygraphy.sh
    06/18/2025 6:52 PM UTC
    ...

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