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NVIDIA
TensorRT LLM Release
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NVIDIA
TensorRT LLM Release

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:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    TRT_LLM_GIT_COMMIT=9c012d5bf8936b040b3822b35c823460e8f63a75 TRT_LLM_VERSION=0.21.0rc1
    06/09/2025 7:59 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    TRT_LLM_VER=0.21.0rc1
    06/09/2025 7:59 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    GIT_COMMIT=9c012d5bf8936b040b3822b35c823460e8f63a75
    06/09/2025 7:59 PM UTC
    sha256:99437c395eb73c22e9ea0c06a53aabb81ee83bfbdcf5b648e82652266a856348RUN
    SRC_DIR=/src/tensorrt_llm CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build /bin/bash -c chmod -R a+w examples &&
      rm -v benchmarks/cpp/bertBenchmark.cpp benchmarks/cpp/gptManagerBenchmark.cpp benchmarks/cpp/disaggServerBenchmark.cpp benchmarks/cpp/CMakeLists.txt &&
      rm -rf /root/.cache/pip
    06/09/2025 7:59 PM UTC
    sha256:35239b6b3c9d155363d5ce6fc184ac192b8c55865412a52c8ba755c14f0890b0COPY
    examples examples
    06/09/2025 7:59 PM UTC
    sha256:d15ff72dd37f5ab76b048be40e5a4a7158321c2af929b3ba7628f0ddfb18bd25COPY
    /src/tensorrt_llm/cpp/build/benchmarks/bertBenchmark /src/tensorrt_llm/cpp/build/benchmarks/gptManagerBenchmark /src/tensorrt_llm/cpp/build/benchmarks/disaggServerBenchmark benchmarks/cpp/
    06/09/2025 7:59 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build
    06/09/2025 7:59 PM UTC
    sha256:27a8b25f92e29f518f295597ad3fcdaa34827a4caf42a1fd4b5393353a331953COPY
    /src/tensorrt_llm/benchmarks benchmarks
    06/09/2025 7:59 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    SRC_DIR=/src/tensorrt_llm
    06/09/2025 7:59 PM UTC
    sha256:338ee393727568114d9f24fb6405b895d31b8c8c7d3444eb8c70022ed10fb2cfRUN
    /bin/bash -c ln -sv $(python3 -c 'import site; print(f"{site.getsitepackages()[0]}/tensorrt_llm/bin")') bin &&
      test -f bin/executorWorker &&
      ln -sv $(python3 -c 'import site; print(f"{site.getsitepackages()[0]}/tensorrt_llm/libs")') lib &&
      test -f lib/libnvinfer_plugin_tensorrt_llm.so &&
      echo "/app/tensorrt_llm/lib" > /etc/ld.so.conf.d/tensorrt_llm.conf &&
      ldconfig &&
      ! ( ldd -v bin/executorWorker | grep tensorrt_llm | grep -q "not found" )
    06/09/2025 7:59 PM UTC
    ...