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=31116825b39f4e6a6a1e127001f5204b73d1dc32 TRT_LLM_VERSION=1.2.0rc2
    11/05/2025 7:49 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    TRT_LLM_VER=1.2.0rc2
    11/05/2025 7:49 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    GIT_COMMIT=31116825b39f4e6a6a1e127001f5204b73d1dc32
    11/05/2025 7:49 AM UTC
    sha256:e10f7731e9d74163d3fa006bbbf92e066e3ccdfde1ce1476fa5b92c0aa3051ebRUN
    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
    11/05/2025 7:49 AM UTC
    sha256:dbf3d476cd04e513f1d22a18464e4a7ba6251f0dda727514af2276ccaf287c6dCOPY
    examples examples
    11/05/2025 7:49 AM UTC
    sha256:4ea2f27a739cd9b67d696100d718e230339ea125461bcb8022cae6055966002dCOPY
    /src/tensorrt_llm/cpp/build/benchmarks/bertBenchmark /src/tensorrt_llm/cpp/build/benchmarks/gptManagerBenchmark /src/tensorrt_llm/cpp/build/benchmarks/disaggServerBenchmark benchmarks/cpp/
    11/05/2025 7:49 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    CPP_BUILD_DIR=/src/tensorrt_llm/cpp/build
    11/05/2025 7:49 AM UTC
    sha256:caf8f2834ec433ba6d78be17132d61148a1aa2e863b3c833a3cc130e081f3501COPY
    /src/tensorrt_llm/benchmarks benchmarks
    11/05/2025 7:49 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    SRC_DIR=/src/tensorrt_llm
    11/05/2025 7:49 AM UTC
    sha256:8b39df91546897e73df49fad30280da2e825f8b8daf92a7105735fd7ff760d5cRUN
    /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" )
    11/05/2025 7:49 AM UTC
    ...

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