apt-get update && apt-get -y install python3.10 python3-pip openmpi-bin libopenmpi-dev 3、使用pip3安装TensorRT-LLM的最新预览版本,并指定额外的PyPI索引URL pip3 install tensorrt_llm -U --pre -i https://pypi.tuna.tsinghua.edu.cn/simple --extra-index-url https://pypi.nvidia.com 4、确认安...
S3 序列在 T5 时刻就已经完成推理，但是需要等到 S2 序列在 T8 时刻推理完成后才会处理下一个 sequence，存在明显的资源浪费。In-Flight Batching 又名 Continuous Batching 或 iteration-level batching，该技术可以提升推理吞吐率，降低推理时延。Continuous Batching 处理过程如下，当 S3 序列处理完成后插入一个新序列...
git submodule update --init --recursive --force# 手动安装一些依赖(直接install requirement.txt容易被mpi4py卡主)pip config set global.index-url https://mirrors.cloud.tencent.com/pypi/simple python3 -m pip uninstall cugraph torch torch-tensorrt tensorrt transformer-engine flash-attn torchvision torcht...
sudoapt-get -yinstalllibopenmpi-dev && pip3install--upgrade setuptools && pip3installtensorrt_llm --extra-index-url https://pypi.nvidia.com 然后,使用高级 API 在 TensorRT-LLM 中运行 lookahead decoding。 # Command for Qwen2.5-Coder-7B-Instruct fromtensorrt_llmimportLLM, SamplingPa...
pip install tensorrt_llm-U-q--extra-index-url https://pypi.nvidia.com!wget https://raw.githubusercontent.com/NVIDIA/TensorRT-LLM/main/tensorrt_llm/models/llama/convert.py!mv convert.py/usr/local/lib/python3.10/dist-packages/tensorrt_llm/models/llama/!wget https://raw.githubusercontent.com/...
conda activate trt_llm 现在到了最重要的环节,就是安装依赖了: pip install torch==2.1.0torchvision==0.16.0torchaudio==2.1.0--index-url https://download.pytorch.org/whl/cu121 conda install-y mpi4py pip install tensorrt_llm==0.7.0--extra-index-url https://pypi.nvidia.com--extra-index-url...
pip3 install tensorrt_llm==0.9.0 -U --extra-index-url https://pypi.nvidia.com pip3 install numpy==1.26.0 # 检查是否安装成功 > python3 -c "import tensorrt_llm" [TensorRT-LLM] TensorRT-LLM version: 0.9.0 3.2. 模型推理 在设置好TensorRT-LLM的环境后,下面对llama2模型进行推理测试。
bash install_pytorch.sh pypiexportLD_LIBRARY_PATH=/usr/local/tensorrt/lib:${LD_LIBRARY_PATH} 这里注意两点: 1. 安装cmake 如果执行bash太慢,可以提前下好安装包: 代码语言:javascript 代码运行次数:0 运行 AI代码解释 # 在镜像外下载好安装文件,然后拷贝到容器中 ...
RUN pip3 install tensorrt_llm -U --extra-index-url https://pypi.nvidia.com RUN pip3 install --upgrade jinja2==3.0.3 pynvml>=11.5.0 RUN rm -rf /var/cache/apt/ && apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* && \ ...
RUN pip3 install tensorrt_llm -U --extra-index-url https://pypi.nvidia.com RUN pip3 install --upgrade jinja2==3.0.3 pynvml>=11.5.0 RUN rm -rf /var/cache/apt/ && apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* && \ ...