2025-12-11 17:42:05 +08:00
|
|
|
# --8<-- [start:requirements]
|
|
|
|
|
|
|
|
|
|
- GPU: Validated on gfx942 (It should be supported on the AMD GPUs that are supported by vLLM.)
|
|
|
|
|
|
|
|
|
|
# --8<-- [end:requirements]
|
|
|
|
|
# --8<-- [start:set-up-using-python]
|
|
|
|
|
|
|
|
|
|
vLLM-Omni current recommends the steps in under setup through Docker Images.
|
|
|
|
|
|
|
|
|
|
# --8<-- [start:pre-built-wheels]
|
|
|
|
|
|
|
|
|
|
# --8<-- [end:pre-built-wheels]
|
|
|
|
|
|
|
|
|
|
# --8<-- [start:build-wheel-from-source]
|
|
|
|
|
|
|
|
|
|
# --8<-- [end:build-wheel-from-source]
|
|
|
|
|
|
2025-12-21 12:51:37 +09:00
|
|
|
# --8<-- [start:build-docker]
|
|
|
|
|
|
|
|
|
|
#### Build docker image
|
|
|
|
|
|
|
|
|
|
```bash
|
|
|
|
|
DOCKER_BUILDKIT=1 docker build -f docker/Dockerfile.rocm -t vllm-omni-rocm .
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
If you want to specify which GPU Arch to build for to cutdown build time:
|
|
|
|
|
|
|
|
|
|
```bash
|
|
|
|
|
DOCKER_BUILDKIT=1 docker build \
|
|
|
|
|
-f docker/Dockerfile.rocm \
|
|
|
|
|
--build-arg PYTORCH_ROCM_ARCH="gfx942;gfx950" \
|
|
|
|
|
-t vllm-omni-rocm .
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
#### Launch the docker image
|
|
|
|
|
|
|
|
|
|
```
|
|
|
|
|
docker run -it \
|
|
|
|
|
--network=host \
|
|
|
|
|
--group-add=video \
|
|
|
|
|
--ipc=host \
|
|
|
|
|
--cap-add=SYS_PTRACE \
|
|
|
|
|
--security-opt seccomp=unconfined \
|
|
|
|
|
--device /dev/kfd \
|
|
|
|
|
--device /dev/dri \
|
|
|
|
|
-v <path/to/model>:/app/model \
|
|
|
|
|
vllm-omni-rocm \
|
|
|
|
|
bash
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
# --8<-- [end:build-docker]
|
|
|
|
|
|
2025-12-11 17:42:05 +08:00
|
|
|
# --8<-- [start:pre-built-images]
|
|
|
|
|
|
|
|
|
|
# --8<-- [end:pre-built-images]
|