2.3 KiB
2.3 KiB
--8<-- [start:requirements]
For detailed hardware and software requirements, please refer to the vllm-ascend installation documentation.
--8<-- [end:requirements]
--8<-- [start:installation]
The recommended way to use vLLM-Omni on NPU is through the vllm-ascend pre-built Docker images:
# Update DEVICE according to your NPUs (/dev/davinci[0-7])
export DEVICE0=/dev/davinci0
export DEVICE1=/dev/davinci1
# Update the vllm-ascend image
# Atlas A2:
# export IMAGE=quay.io/ascend/vllm-ascend:v0.12.0rc1
# Atlas A3:
# export IMAGE=quay.io/ascend/vllm-ascend:v0.12.0rc1-a3
export IMAGE=quay.io/ascend/vllm-ascend:v0.12.0rc1
docker run --rm \
--name vllm-omni-npu \
--shm-size=1g \
--device $DEVICE0 \
--device $DEVICE1 \
--device /dev/davinci_manager \
--device /dev/devmm_svm \
--device /dev/hisi_hdc \
-v /usr/local/dcmi:/usr/local/dcmi \
-v /usr/local/bin/npu-smi:/usr/local/bin/npu-smi \
-v /usr/local/Ascend/driver/lib64/:/usr/local/Ascend/driver/lib64/ \
-v /usr/local/Ascend/driver/version.info:/usr/local/Ascend/driver/version.info \
-v /etc/ascend_install.info:/etc/ascend_install.info \
-v /root/.cache:/root/.cache \
-p 8000:8000 \
-it $IMAGE bash
# Install the missing dependency of mooncake in the origin image.
apt update
apt install libjemalloc2
echo "export LD_PRELOAD=/usr/lib/$(uname -m)-linux-gnu/libjemalloc.so.2:$LD_PRELOAD" >> ~/.bashrc
source ~/.bashrc
# Inside the container, install vLLM-Omni from source
cd /vllm-workspace
git clone -b v0.12.0rc1 https://github.com/vllm-project/vllm-omni.git
cd vllm-omni
pip install -v -e .
export VLLM_WORKER_MULTIPROC_METHOD=spawn
# (Optional) Disable mooncake for stable capability
mv /usr/local/Ascend/ascend-toolkit/latest/python/site-packages/mooncake \
/usr/local/Ascend/ascend-toolkit/latest/python/site-packages/mooncake.disabled
The default workdir is /workspace, with vLLM, vLLM-Ascend and vLLM-Omni code placed in /vllm-workspace installed in development mode.
For other installation methods (pip installation, building from source, custom Docker builds), please refer to the vllm-ascend installation guide.