1. Testing the Full Bandwidth Start the iperf3 server on the target host 1 2 3 4 5 iperf3 -s ----------------------------------------------------------- Server listening on 5201 ----------------------------------------------------------- Test from the client host 1 iperf3 -c x.x.x.x -p 5201 -t 10 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 Connecting to host x.

1. Setting Environment Variables 1 2 export NAMESPACE=xxx export PVC=xxx 2. The Dataset Will Not Become Ready 2.1 Fluid Component Problems 1 kubectl -n fluid-system get pod -o wide | grep -v "Running" There may be cases where something did not start up properly. 2.2 Abnormally Terminated Datasets Abnormal resources can cause Fluid resources to restart repeatedly, and manual intervention is required to delete them.

1. Environment Preparation Download Miniforge 1 wget "https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-$(uname)-$(uname -m).sh" Install Miniforge 1 bash Miniforge3-$(uname)-$(uname -m).sh 1 2 echo "export PATH=$HOME/miniforge3/bin:$PATH" >> ~/.bashrc source ~/.bashrc Create the environment 1 conda create -n vllm python=3.12 vLLM currently requires Python 3.9+. Activate the environment 1 conda activate vllm Install dependencies 1 conda install

1. Installing Nerdctl Install Opscli 1 curl -sfL https://raw.githubusercontent.com/shaowenchen/ops/main/getcli.sh |VERSION=latest sh - Install Nerdctl 1 opscli task -f install-nerdctl --arch amd64 2. BuildKit Download Buildkit 1 wget https://github.com/moby/buildkit/releases/download/v0.19.0-rc2/buildkit-v0.19.0-rc2.linux-amd64.tar.gz Install Buildkit 1 2 tar xvf buildkit-*.tar.gz mv bin/* /usr/local/bin/ Configure Buildkitd 1 mkdir -p /etc/buildkit /data/buildkit 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 cat > /etc/buildkit/buildkitd.

1. Building the Image To make testing convenient, the model files are packaged into the image here. Download the model 1 2 3 4 git clone https://huggingface.co/Qwen/Qwen1.5-1.8B-Chat cd Qwen1.5-1.8B-Chat && git lfs pull rm -rf .git cd .. Write the Dockerfile 1 2 3 4 5 cat <<EOF > Dockerfile