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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=a761585d9c15b4c1249aaf65a8f90764efa83a3c TRT_LLM_VERSION=1.2.0rc4
    11/23/2025 4:03 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    TRT_LLM_VER=1.2.0rc4
    11/23/2025 4:03 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    GIT_COMMIT=a761585d9c15b4c1249aaf65a8f90764efa83a3c
    11/23/2025 4:03 AM UTC
    sha256:916b4143afadf8028207d4da5306af43d6cbc5d1ba69126b07b9133d840118a7RUN
    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
    11/23/2025 4:03 AM UTC
    sha256:005431a2fca85907961151c22ae60020f5af2649d3cffcfcf569bde463d68013COPY
    examples examples
    11/23/2025 4:03 AM UTC
    sha256:ee4b5de1c1cd19a005bc95148bbe95c83ec0f63d23d307041c0373e8b04278d3COPY
    /src/tensorrt_llm/cpp/build/benchmarks/bertBenchmark /src/tensorrt_llm/cpp/build/benchmarks/gptManagerBenchmark /src/tensorrt_llm/cpp/build/benchmarks/disaggServerBenchmark benchmarks/cpp/
    11/23/2025 4:03 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build
    11/23/2025 4:03 AM UTC
    sha256:1697805b4675075ed2d8c1bd97bf66a35eb014df171a9f717274ae5e0b18fb4aCOPY
    /src/tensorrt_llm/benchmarks benchmarks
    11/23/2025 4:03 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    SRC_DIR=/src/tensorrt_llm
    11/23/2025 4:03 AM UTC
    sha256:1d09d3f86740dda12776aa2d1d599a838f67339ea3299529c7d3d7b32b7a2b23RUN
    /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" )
    11/23/2025 4:03 AM UTC
    ...