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|
{
lib,
rustPlatform,
fetchFromGitHub,
# nativeBuildInputs
pkg-config,
python3,
# buildInputs
oniguruma,
openssl,
mkl,
stdenv,
darwin,
# env
fetchurl,
testers,
mistral-rs,
cudaPackages,
cudaCapability ? null,
config,
# one of `[ null false "cuda" "mkl" "metal" ]`
acceleration ? null,
}:
let
accelIsValid = builtins.elem acceleration [
null
false
"cuda"
"mkl"
"metal"
];
cudaSupport =
assert accelIsValid;
(acceleration == "cuda") || (config.cudaSupport && acceleration == null);
minRequiredCudaCapability = "6.1"; # build fails with 6.0
inherit (cudaPackages.cudaFlags) cudaCapabilities;
cudaCapabilityString =
if cudaCapability == null then
(builtins.head (
(builtins.filter (cap: lib.versionAtLeast cap minRequiredCudaCapability) cudaCapabilities)
++ [
(lib.warn "mistral-rs doesn't support ${lib.concatStringsSep " " cudaCapabilities}" minRequiredCudaCapability)
]
))
else
cudaCapability;
cudaCapability' = lib.toInt (cudaPackages.cudaFlags.dropDot cudaCapabilityString);
# TODO Should we assert mklAccel -> stdenv.isLinux && stdenv.isx86_64 ?
mklSupport =
assert accelIsValid;
(acceleration == "mkl");
metalSupport =
assert accelIsValid;
(acceleration == "metal") || (stdenv.isDarwin && stdenv.isAarch64 && (acceleration == null));
darwinBuildInputs =
with darwin.apple_sdk.frameworks;
[
Accelerate
CoreVideo
CoreGraphics
]
++ lib.optionals metalSupport [
MetalKit
MetalPerformanceShaders
];
in
rustPlatform.buildRustPackage rec {
pname = "mistral-rs";
version = "0.1.18";
src = fetchFromGitHub {
owner = "EricLBuehler";
repo = "mistral.rs";
rev = "refs/tags/v${version}";
hash = "sha256-lMDFWNv9b0UfckqLmyWRVwnqmGe6nxYsUHzoi2+oG84=";
};
cargoLock = {
lockFile = ./Cargo.lock;
outputHashes = {
"candle-core-0.6.0" = "sha256-DxGBWf2H7MamrbboTJ4zHy1HeE8ZVT7QvE3sTYrRxBc=";
"range-checked-0.1.0" = "sha256-S+zcF13TjwQPFWZLIbUDkvEeaYdaxCOtDLtI+JRvum8=";
};
};
postPatch = ''
ln -s ${./Cargo.lock} Cargo.lock
'';
nativeBuildInputs = [
pkg-config
python3
] ++ lib.optionals cudaSupport [ cudaPackages.cuda_nvcc ];
buildInputs =
[
oniguruma
openssl
]
++ lib.optionals cudaSupport [
cudaPackages.cuda_nvrtc
cudaPackages.libcublas
cudaPackages.libcurand
]
++ lib.optionals mklSupport [ mkl ]
++ lib.optionals stdenv.isDarwin darwinBuildInputs;
cargoBuildFlags =
lib.optionals cudaSupport [ "--features=cuda" ]
++ lib.optionals mklSupport [ "--features=mkl" ]
++ lib.optionals (stdenv.isDarwin && metalSupport) [ "--features=metal" ];
env =
{
SWAGGER_UI_DOWNLOAD_URL =
let
# When updating:
# - Look for the version of `utopia-swagger-ui` at:
# https://github.com/EricLBuehler/mistral.rs/blob/v<MISTRAL-RS-VERSION>/mistralrs-server/Cargo.toml
# - Look at the corresponding version of `swagger-ui` at:
# https://github.com/juhaku/utoipa/blob/utoipa-swagger-ui-<UTOPIA-SWAGGER-UI-VERSION>/utoipa-swagger-ui/build.rs#L21-L22
swaggerUiVersion = "5.17.12";
swaggerUi = fetchurl {
url = "https://github.com/swagger-api/swagger-ui/archive/refs/tags/v${swaggerUiVersion}.zip";
hash = "sha256-HK4z/JI+1yq8BTBJveYXv9bpN/sXru7bn/8g5mf2B/I=";
};
in
"file://${swaggerUi}";
RUSTONIG_SYSTEM_LIBONIG = true;
}
// (lib.optionalAttrs cudaSupport {
CUDA_COMPUTE_CAP = cudaCapability';
# Apparently, cudart is enough: No need to provide the entire cudaPackages.cudatoolkit derivation.
CUDA_TOOLKIT_ROOT_DIR = lib.getDev cudaPackages.cuda_cudart;
});
NVCC_PREPEND_FLAGS = lib.optionals cudaSupport [
"-I${lib.getDev cudaPackages.cuda_cudart}/include"
"-I${lib.getDev cudaPackages.cuda_cccl}/include"
];
# swagger-ui will once more be copied in the target directory during the check phase
# Not deleting the existing unpacked archive leads to a `PermissionDenied` error
preCheck = ''
rm -rf target/${stdenv.hostPlatform.config}/release/build/
'';
# Try to access internet
checkFlags = [
"--skip=gguf::gguf_tokenizer::tests::test_decode_gpt2"
"--skip=gguf::gguf_tokenizer::tests::test_decode_llama"
"--skip=gguf::gguf_tokenizer::tests::test_encode_gpt2"
"--skip=gguf::gguf_tokenizer::tests::test_encode_llama"
"--skip=sampler::tests::test_argmax"
"--skip=sampler::tests::test_gumbel_speculative"
];
passthru = {
tests = {
version = testers.testVersion { package = mistral-rs; };
withMkl = mistral-rs.override { acceleration = "mkl"; };
withCuda = mistral-rs.override { acceleration = "cuda"; };
withMetal = mistral-rs.override { acceleration = "metal"; };
};
};
meta = {
description = "Blazingly fast LLM inference";
homepage = "https://github.com/EricLBuehler/mistral.rs";
changelog = "https://github.com/EricLBuehler/mistral.rs/releases/tag/v${version}";
license = lib.licenses.mit;
maintainers = with lib.maintainers; [ GaetanLepage ];
mainProgram = "mistralrs-server";
platforms =
if cudaSupport then
lib.platforms.linux
else if metalSupport then
[ "aarch64-darwin" ]
else
lib.platforms.unix;
broken = mklSupport;
};
}
|
