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TensorRT LLM Develop
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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:d98c30d5110d799deac0f647bb4f51f6e2029ad4163b5da16ae50a62d087a195RUN
    SH_ENV=/etc/shinit_v2 BASH_ENV=/etc/bash.bashrc 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 TRT_LLM_VER=1.3.0rc5 TARGETARCH=amd64 /bin/bash -c bash /tmp/generate_container_oss_attribution.sh "devel" "${TRT_LLM_VER}" "${TARGETARCH}" &&
      rm /tmp/generate_container_oss_attribution.sh
    02/23/2026 12:54 AM UTC
    sha256:ea28af24467d271b5ad2ae866fe0b2f9efa8a1dad69ec4bca516b70c1f56c362COPY
    scripts/generate_container_oss_attribution.sh /tmp/generate_container_oss_attribution.sh
    02/23/2026 12:54 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    TARGETARCH=amd64
    02/23/2026 12:54 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    TRT_LLM_VER=1.3.0rc5
    02/23/2026 12:54 AM UTC
    sha256:e1dcfea982977f884cc261bfb5a0d4decf18f87738bc195028025006a9176c89RUN
    SH_ENV=/etc/shinit_v2 BASH_ENV=/etc/bash.bashrc 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 GITHUB_MIRROR=${GITHUB_MIRROR} bash ./install_ucx.sh &&
      GITHUB_MIRROR=${GITHUB_MIRROR} bash ./install_nixl.sh &&
      bash ./install_etcd.sh &&
      rm install_ucx.sh &&
      rm install_nixl.sh &&
      rm install_etcd.sh &&
      rm -rf /root/.cache/pip &&
      rm -rf /root/.cache/uv/archive-v0 &&
      rm -rf /usr/local/lib/python3.12/dist-packages/setuptools/_vendor/jaraco.context-5.3.0.dist-info &&
      rm -rf /usr/local/lib/python3.12/dist-packages/setuptools/_vendor/wheel-0.45.1.dist-info
    02/23/2026 12:54 AM UTC
    sha256:eb8d38e014236015f16103abc181d936e2340cb174a1c06ce2647134e0611854RUN
    SH_ENV=/etc/shinit_v2 BASH_ENV=/etc/bash.bashrc 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 nbconvert ||
      true
    02/23/2026 12:49 AM UTC
    sha256:1a07895bd815d5087aed2c485dba5c3ac035e6516a93e871f5d664564e0d1dfcRUN
    SH_ENV=/etc/shinit_v2 BASH_ENV=/etc/bash.bashrc 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 --no-cache-dir -r /tmp/constraints.txt &&
      rm /tmp/constraints.txt
    02/23/2026 12:49 AM UTC
    sha256:8d0720fa2a8ed23688191ecbac746aff6fa07b3f38d6a802f069e56b33036f65COPY
    constraints.txt /tmp/constraints.txt
    02/23/2026 12:41 AM UTC
    sha256:1a29c16daf9f32ba8ab9094b0752dbd7194325bcf826a3f00714037caa3440a7RUN
    SH_ENV=/etc/shinit_v2 BASH_ENV=/etc/bash.bashrc 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 GITHUB_MIRROR=${GITHUB_MIRROR} PYTHON_VERSION=${PYTHON_VERSION} TRT_VER=${TRT_VER} CUDA_VER=${CUDA_VER} CUDNN_VER=${CUDNN_VER} NCCL_VER=${NCCL_VER} CUBLAS_VER=${CUBLAS_VER} TORCH_INSTALL_TYPE=${TORCH_INSTALL_TYPE} bash ./install.sh --base --cmake --ccache --cuda_toolkit --tensorrt --polygraphy --mpi4py --pytorch --opencv &&
      rm install_base.sh &&
      rm install_cmake.sh &&
      rm install_ccache.sh &&
      rm install_cuda_toolkit.sh &&
      rm install_tensorrt.sh &&
      rm install_polygraphy.sh &&
      rm install_mpi4py.sh &&
      rm install_pytorch.sh &&
      rm install.sh
    02/23/2026 12:41 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    TORCH_INSTALL_TYPE=skip
    02/23/2026 12:34 AM UTC
    ...

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