nixpkgs/pkgs/tools/misc/ollama/default.nix
2024-02-16 16:23:25 -05:00

183 lines
5.1 KiB
Nix

{ lib
, buildGoModule
, fetchFromGitHub
, fetchpatch
, buildEnv
, linkFarm
, overrideCC
, makeWrapper
, stdenv
, cmake
, gcc12
, clblast
, libdrm
, rocmPackages
, cudaPackages
, linuxPackages
, darwin
, enableRocm ? false
, enableCuda ? false
}:
let
pname = "ollama";
version = "0.1.24";
warnIfNotLinux = warning: (lib.warnIfNot stdenv.isLinux warning stdenv.isLinux);
gpuWarning = api: "building ollama with ${api} is only supported on linux; falling back to cpu";
rocmIsEnabled = enableRocm && (warnIfNotLinux (gpuWarning "rocm"));
cudaIsEnabled = enableCuda && (warnIfNotLinux (gpuWarning "cuda"));
enableLinuxGpu = rocmIsEnabled || cudaIsEnabled;
appleFrameworks = darwin.apple_sdk_11_0.frameworks;
metalFrameworks = [
appleFrameworks.Accelerate
appleFrameworks.Metal
appleFrameworks.MetalKit
appleFrameworks.MetalPerformanceShaders
];
src = fetchFromGitHub {
owner = "jmorganca";
repo = "ollama";
rev = "v${version}";
hash = "sha256-GwZA1QUH8I8m2bGToIcMMaB5MBnioQP4+n1SauUJYP8=";
fetchSubmodules = true;
};
preparePatch = patch: hash: fetchpatch {
url = "file://${src}/llm/patches/${patch}";
inherit hash;
stripLen = 1;
extraPrefix = "llm/llama.cpp/";
};
inherit (lib) licenses platforms maintainers;
ollama = {
inherit pname version src;
vendorHash = "sha256-wXRbfnkbeXPTOalm7SFLvHQ9j46S/yLNbFy+OWNSamQ=";
nativeBuildInputs = [
cmake
] ++ lib.optionals enableLinuxGpu [
makeWrapper
] ++ lib.optionals stdenv.isDarwin
metalFrameworks;
patches = [
# remove uses of `git` in the `go generate` script
# instead use `patch` where necessary
./remove-git.patch
# replace a hardcoded use of `g++` with `$CXX`
./replace-gcc.patch
# ollama's patches of llama.cpp's example server
# `ollama/llm/generate/gen_common.sh` -> "apply temporary patches until fix is upstream"
(preparePatch "01-cache.diff" "sha256-PC4yN98hFvK+PEITiDihL8ki3bJuLVXrAm0CGf8GPJE=")
(preparePatch "02-shutdown.diff" "sha256-cElAp9Z9exxN964vB/YFuBhZoEcoAwGSMCnbh+l/V4Q=")
];
postPatch = ''
# use a patch from the nix store in the `go generate` script
substituteInPlace llm/generate/gen_common.sh \
--subst-var-by cmakeIncludePatch '${./cmake-include.patch}'
# `ollama/llm/generate/gen_common.sh` -> "avoid duplicate main symbols when we link into the cgo binary"
substituteInPlace llm/llama.cpp/examples/server/server.cpp \
--replace-fail 'int main(' 'int __main('
# replace inaccurate version number with actual release version
substituteInPlace version/version.go --replace-fail 0.0.0 '${version}'
'';
preBuild = ''
export OLLAMA_SKIP_PATCHING=true
# build llama.cpp libraries for ollama
go generate ./...
'';
ldflags = [
"-s"
"-w"
"-X=github.com/jmorganca/ollama/version.Version=${version}"
"-X=github.com/jmorganca/ollama/server.mode=release"
];
meta = {
description = "Get up and running with large language models locally";
homepage = "https://github.com/jmorganca/ollama";
license = licenses.mit;
platforms = platforms.unix;
mainProgram = "ollama";
maintainers = with maintainers; [ abysssol dit7ya elohmeier ];
};
};
rocmClang = linkFarm "rocm-clang" {
llvm = rocmPackages.llvm.clang;
};
rocmPath = buildEnv {
name = "rocm-path";
paths = [
rocmPackages.rocm-device-libs
rocmClang
];
};
rocmVars = {
ROCM_PATH = rocmPath;
CLBlast_DIR = "${clblast}/lib/cmake/CLBlast";
};
cudaToolkit = buildEnv {
name = "cuda-toolkit";
ignoreCollisions = true; # FIXME: find a cleaner way to do this without ignoring collisions
paths = [
cudaPackages.cudatoolkit
cudaPackages.cuda_cudart
];
};
cudaVars = {
CUDA_LIB_DIR = "${cudaToolkit}/lib";
CUDACXX = "${cudaToolkit}/bin/nvcc";
CUDAToolkit_ROOT = cudaToolkit;
};
linuxGpuLibs = {
buildInputs = lib.optionals rocmIsEnabled [
rocmPackages.clr
rocmPackages.hipblas
rocmPackages.rocblas
rocmPackages.rocsolver
rocmPackages.rocsparse
libdrm
] ++ lib.optionals cudaIsEnabled [
cudaPackages.cuda_cudart
];
};
appleGpuLibs = { buildInputs = metalFrameworks; };
runtimeLibs = lib.optionals rocmIsEnabled [
rocmPackages.rocm-smi
] ++ lib.optionals cudaIsEnabled [
linuxPackages.nvidia_x11
];
runtimeLibWrapper = {
postFixup = ''
mv "$out/bin/${pname}" "$out/bin/.${pname}-unwrapped"
makeWrapper "$out/bin/.${pname}-unwrapped" "$out/bin/${pname}" \
--suffix LD_LIBRARY_PATH : '${lib.makeLibraryPath runtimeLibs}'
'';
};
goBuild =
if cudaIsEnabled then
buildGoModule.override { stdenv = overrideCC stdenv gcc12; }
else
buildGoModule;
in
goBuild (ollama
// (lib.optionalAttrs rocmIsEnabled rocmVars)
// (lib.optionalAttrs cudaIsEnabled cudaVars)
// (lib.optionalAttrs enableLinuxGpu linuxGpuLibs)
// (lib.optionalAttrs enableLinuxGpu runtimeLibWrapper)
// (lib.optionalAttrs stdenv.isDarwin appleGpuLibs))