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krishung5 avatar krishung5 commented on August 14, 2024

Hi @MatthieuToulemont, the Triton TRT-LLM container is a special container that only contains TRT-LLM backend and Python backend. If you'd like to have other backends, you could try with either way

  • copy over the backends in the regular Triton container from /opt/tritonserver/backends/*
  • build the container following the steps here.

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MatthieuToulemont avatar MatthieuToulemont commented on August 14, 2024

Ok, is the python backend from the trt-llm different from the one of 24.05-py3 ?

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krishung5 avatar krishung5 commented on August 14, 2024

No, the Python Backend should be the same.

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tricky61 avatar tricky61 commented on August 14, 2024

No, the Python Backend should be the same.

Does the 24.05-py3 contain backends of ONNX、TensorRT and TorchScript?

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krishung5 avatar krishung5 commented on August 14, 2024

@tricky61 The nvcr.io/nvidia/tritonserver:24.05-py3 container contains ONNX, TRT and PyTorch backends. The nvcr.io/nvidia/tritonserver:24.05-trtllm-python-py3 only has TRTLLM and Python backends.

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tricky61 avatar tricky61 commented on August 14, 2024

@tricky61 The nvcr.io/nvidia/tritonserver:24.05-py3 container contains ONNX, TRT and PyTorch backends. The nvcr.io/nvidia/tritonserver:24.05-trtllm-python-py3 only has TRTLLM and Python backends.

ok. I am using nvcr.io/nvidia/tritonserver:24.05-vllm-python-py3
I also use tritonserver:23.11 and add vllm backend manually.
I will try to add vllm backends to nvcr.io/nvidia/tritonserver:24.05-py3 manually.
Does this method make difference?because the nvcr.io/nvidia/tritonserver:24.05-vllm-python-py3 is 11.2 GB and nvcr.io/nvidia/tritonserver:24.05-py3 costs 7.55GB

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krishung5 avatar krishung5 commented on August 14, 2024

@tricky61 It shouldn't make any difference. Note that you'd have to pip install vllm and make sure model.py exists under /opt/tritonserver/backends/vllm_backend.

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