NVIDIA
NVIDIA
TensorRT LLM Release
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NVIDIA
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=8445416c39e7c6b19cb01178994edc06c083f6a3 TRT_LLM_VERSION=0.21.0rc2
    06/16/2025 7:40 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    TRT_LLM_VER=0.21.0rc2
    06/16/2025 7:40 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    GIT_COMMIT=8445416c39e7c6b19cb01178994edc06c083f6a3
    06/16/2025 7:40 PM UTC
    sha256:658038f831319652d7a87183f0c56d78cb14db595c223c70816724acf47553a4RUN
    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
    06/16/2025 7:40 PM UTC
    sha256:68925dd35daf7254e3130f0986ac50a26df7a4d0e5359fd67c0b7f120a58f2b8COPY
    examples examples
    06/16/2025 7:40 PM UTC
    sha256:cabe8f2324f5f720b6a1ad63d779c076edef6c97935870e0415bad8f4b8a5101COPY
    /src/tensorrt_llm/cpp/build/benchmarks/bertBenchmark /src/tensorrt_llm/cpp/build/benchmarks/gptManagerBenchmark /src/tensorrt_llm/cpp/build/benchmarks/disaggServerBenchmark benchmarks/cpp/
    06/16/2025 7:40 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build
    06/16/2025 7:40 PM UTC
    sha256:67e91d9c2b73f8f8deae78dde83e99c47e6b0aa03944fcaf09870e4ad563af93COPY
    /src/tensorrt_llm/benchmarks benchmarks
    06/16/2025 7:40 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    SRC_DIR=/src/tensorrt_llm
    06/16/2025 7:40 PM UTC
    sha256:abb19a7053da51f9110df4639b1fcf9fee07b47c94e7125e093a618d81513f25RUN
    /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" )
    06/16/2025 7:40 PM UTC
    ...

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