forked from NixOS/nixpkgs
-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Merge pull request NixOS#283842 from CertainLach/vllm-init-rocm
vllm: init at v0.3.1 with rocm support
- Loading branch information
Showing
2 changed files
with
141 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,139 @@ | ||
{ lib | ||
, buildPythonPackage | ||
, fetchFromGitHub | ||
, fetchpatch | ||
, which | ||
, ninja | ||
, packaging | ||
, setuptools | ||
, torch | ||
, wheel | ||
, psutil | ||
, ray | ||
, pandas | ||
, pyarrow | ||
, sentencepiece | ||
, numpy | ||
, transformers | ||
, xformers | ||
, fastapi | ||
, uvicorn | ||
, pydantic | ||
, aioprometheus | ||
, pynvml | ||
, cupy | ||
, writeShellScript | ||
|
||
, config | ||
|
||
, cudaSupport ? config.cudaSupport | ||
, cudaPackages ? {} | ||
|
||
, rocmSupport ? config.rocmSupport | ||
, rocmPackages ? {} | ||
, gpuTargets ? [] | ||
}: | ||
|
||
buildPythonPackage rec { | ||
pname = "vllm"; | ||
version = "0.3.1"; | ||
format = "pyproject"; | ||
|
||
src = fetchFromGitHub { | ||
owner = "vllm-project"; | ||
repo = pname; | ||
rev = "v${version}"; | ||
hash = "sha256-hfd4ScU0mkZ7z4+w08BUA1K9bPXSiFThfiO+Ll2MTtg="; | ||
}; | ||
|
||
# Otherwise it tries to enumerate host supported ROCM gfx archs, and that is not possible due to sandboxing. | ||
PYTORCH_ROCM_ARCH = lib.optionalString rocmSupport (lib.strings.concatStringsSep ";" rocmPackages.clr.gpuTargets); | ||
|
||
# xformers 0.0.23.post1 github release specifies its version as 0.0.24 | ||
# | ||
# cupy-cuda12x is the same wheel as cupy, but built with cuda dependencies, we already have it set up | ||
# like that in nixpkgs. Version upgrade is due to upstream shenanigans | ||
# https://github.com/vllm-project/vllm/pull/2845/commits/34a0ad7f9bb7880c0daa2992d700df3e01e91363 | ||
# | ||
# hipcc --version works badly on NixOS due to unresolved paths. | ||
postPatch = '' | ||
substituteInPlace requirements.txt \ | ||
--replace "xformers == 0.0.23.post1" "xformers == 0.0.24" | ||
substituteInPlace requirements.txt \ | ||
--replace "cupy-cuda12x == 12.1.0" "cupy == 12.3.0" | ||
substituteInPlace requirements-build.txt \ | ||
--replace "torch==2.1.2" "torch == 2.2.0" | ||
substituteInPlace pyproject.toml \ | ||
--replace "torch == 2.1.2" "torch == 2.2.0" | ||
substituteInPlace requirements.txt \ | ||
--replace "torch == 2.1.2" "torch == 2.2.0" | ||
'' + lib.optionalString rocmSupport '' | ||
substituteInPlace setup.py \ | ||
--replace "'hipcc', '--version'" "'${writeShellScript "hipcc-version-stub" "echo HIP version: 0.0"}'" | ||
''; | ||
|
||
preBuild = lib.optionalString cudaSupport '' | ||
export CUDA_HOME=${cudaPackages.cuda_nvcc} | ||
'' | ||
+ lib.optionalString rocmSupport '' | ||
export ROCM_HOME=${rocmPackages.clr} | ||
export PATH=$PATH:${rocmPackages.hipcc} | ||
''; | ||
|
||
nativeBuildInputs = [ | ||
ninja | ||
packaging | ||
setuptools | ||
torch | ||
wheel | ||
which | ||
] ++ lib.optionals rocmSupport [ | ||
rocmPackages.hipcc | ||
]; | ||
|
||
buildInputs = (lib.optionals cudaSupport (with cudaPackages; [ | ||
cuda_cudart # cuda_runtime.h, -lcudart | ||
cuda_cccl.dev # <thrust/*> | ||
libcusparse.dev # cusparse.h | ||
libcublas.dev # cublas_v2.h | ||
libcusolver # cusolverDn.h | ||
])) ++ (lib.optionals rocmSupport (with rocmPackages; [ | ||
clr | ||
rocthrust | ||
rocprim | ||
hipsparse | ||
hipblas | ||
])); | ||
|
||
propagatedBuildInputs = [ | ||
psutil | ||
ray | ||
pandas | ||
pyarrow | ||
sentencepiece | ||
numpy | ||
torch | ||
transformers | ||
xformers | ||
fastapi | ||
uvicorn | ||
pydantic | ||
aioprometheus | ||
] ++ uvicorn.optional-dependencies.standard | ||
++ aioprometheus.optional-dependencies.starlette | ||
++ lib.optionals cudaSupport [ | ||
pynvml | ||
cupy | ||
]; | ||
|
||
pythonImportsCheck = [ "vllm" ]; | ||
|
||
meta = with lib; { | ||
description = "A high-throughput and memory-efficient inference and serving engine for LLMs"; | ||
changelog = "https://github.com/vllm-project/vllm/releases/tag/v${version}"; | ||
homepage = "https://github.com/vllm-project/vllm"; | ||
license = licenses.asl20; | ||
maintainers = with maintainers; [ happysalada lach ]; | ||
broken = !cudaSupport && !rocmSupport; | ||
}; | ||
} |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters