521 lines
16 KiB
Nix
521 lines
16 KiB
Nix
{ config
|
|
, callPackages
|
|
, stdenv
|
|
, lib
|
|
, addDriverRunpath
|
|
, fetchFromGitHub
|
|
, protobuf
|
|
, protoc-gen-go
|
|
, protoc-gen-go-grpc
|
|
, grpc
|
|
, openssl
|
|
, llama-cpp
|
|
# needed for audio-to-text
|
|
, ffmpeg
|
|
, cmake
|
|
, pkg-config
|
|
, buildGoModule
|
|
, makeWrapper
|
|
|
|
# apply feature parameter names according to
|
|
# https://github.com/NixOS/rfcs/pull/169
|
|
|
|
# CPU extensions
|
|
, enable_avx ? true
|
|
, enable_avx2 ? true
|
|
, enable_avx512 ? stdenv.hostPlatform.avx512Support
|
|
, enable_f16c ? true
|
|
, enable_fma ? true
|
|
|
|
, with_openblas ? false
|
|
, openblas
|
|
|
|
, with_cublas ? config.cudaSupport
|
|
, cudaPackages
|
|
|
|
, with_clblas ? false
|
|
, clblast
|
|
, ocl-icd
|
|
, opencl-headers
|
|
|
|
, with_tinydream ? false # do not compile with cublas
|
|
, ncnn
|
|
|
|
, with_stablediffusion ? true
|
|
, opencv
|
|
|
|
, with_tts ? true
|
|
, onnxruntime
|
|
, sonic
|
|
, spdlog
|
|
, fmt
|
|
, espeak-ng
|
|
, piper-tts
|
|
}:
|
|
let
|
|
BUILD_TYPE =
|
|
assert (lib.count lib.id [ with_openblas with_cublas with_clblas ]) <= 1;
|
|
if with_openblas then "openblas"
|
|
else if with_cublas then "cublas"
|
|
else if with_clblas then "clblas"
|
|
else "";
|
|
|
|
inherit (cudaPackages) libcublas cuda_nvcc cuda_cccl cuda_cudart cudatoolkit;
|
|
|
|
go-llama = effectiveStdenv.mkDerivation {
|
|
name = "go-llama";
|
|
src = fetchFromGitHub {
|
|
owner = "go-skynet";
|
|
repo = "go-llama.cpp";
|
|
rev = "2b57a8ae43e4699d3dc5d1496a1ccd42922993be";
|
|
hash = "sha256-D6SEg5pPcswGyKAmF4QTJP6/Y1vjRr7m7REguag+too=";
|
|
fetchSubmodules = true;
|
|
};
|
|
buildFlags = [
|
|
"libbinding.a"
|
|
"BUILD_TYPE=${BUILD_TYPE}"
|
|
];
|
|
|
|
buildInputs = [ ]
|
|
++ lib.optionals with_clblas [ clblast ocl-icd opencl-headers ]
|
|
++ lib.optionals with_openblas [ openblas.dev ];
|
|
|
|
nativeBuildInputs = [ cmake ]
|
|
# backward compatiblity with nixos-23.11
|
|
# use cuda_nvcc after release of nixos-24.05
|
|
++ lib.optionals with_cublas [ cudatoolkit ];
|
|
|
|
dontUseCmakeConfigure = true;
|
|
|
|
installPhase = ''
|
|
mkdir $out
|
|
tar cf - --exclude=build --exclude=CMakeFiles --exclude="*.o" . \
|
|
| tar xf - -C $out
|
|
'';
|
|
};
|
|
|
|
llama-cpp-grpc = (llama-cpp.overrideAttrs (final: prev: {
|
|
name = "llama-cpp-grpc";
|
|
src = fetchFromGitHub {
|
|
owner = "ggerganov";
|
|
repo = "llama.cpp";
|
|
rev = "c12452c7aec8a02264afc00196a13caa591a13ac";
|
|
hash = "sha256-Kji8dlz7OfhPeNXnYgBHzpGGMhCsRLJ9d+EFf77Q6Co=";
|
|
fetchSubmodules = true;
|
|
};
|
|
postPatch = prev.postPatch + ''
|
|
cd examples
|
|
cp -r --no-preserve=mode ${src}/backend/cpp/llama grpc-server
|
|
cp llava/clip.* llava/llava.* grpc-server
|
|
printf "\nadd_subdirectory(grpc-server)" >> CMakeLists.txt
|
|
|
|
cp ${src}/backend/backend.proto grpc-server
|
|
sed -i grpc-server/CMakeLists.txt \
|
|
-e '/get_filename_component/ s;[.\/]*backend/;;' \
|
|
-e '$a\install(TARGETS ''${TARGET} RUNTIME)'
|
|
cd ..
|
|
'';
|
|
cmakeFlags = prev.cmakeFlags ++ [
|
|
(lib.cmakeBool "BUILD_SHARED_LIBS" false)
|
|
(lib.cmakeBool "LLAMA_AVX" enable_avx)
|
|
(lib.cmakeBool "LLAMA_AVX2" enable_avx2)
|
|
(lib.cmakeBool "LLAMA_AVX512" enable_avx512)
|
|
(lib.cmakeBool "LLAMA_FMA" enable_fma)
|
|
(lib.cmakeBool "LLAMA_F16C" enable_f16c)
|
|
];
|
|
buildInputs = prev.buildInputs ++ [
|
|
protobuf # provides also abseil_cpp as propagated build input
|
|
grpc
|
|
openssl
|
|
];
|
|
})).override {
|
|
cudaSupport = with_cublas;
|
|
rocmSupport = false;
|
|
openclSupport = with_clblas;
|
|
blasSupport = with_openblas;
|
|
};
|
|
|
|
gpt4all = stdenv.mkDerivation {
|
|
name = "gpt4all";
|
|
src = fetchFromGitHub {
|
|
owner = "nomic-ai";
|
|
repo = "gpt4all";
|
|
rev = "27a8b020c36b0df8f8b82a252d261cda47cf44b8";
|
|
hash = "sha256-djq1eK6ncvhkO3MNDgasDBUY/7WWcmZt/GJsHAulLdI=";
|
|
fetchSubmodules = true;
|
|
};
|
|
makeFlags = [ "-C gpt4all-bindings/golang" ];
|
|
buildFlags = [ "libgpt4all.a" ];
|
|
dontUseCmakeConfigure = true;
|
|
nativeBuildInputs = [ cmake ];
|
|
installPhase = ''
|
|
mkdir $out
|
|
tar cf - --exclude=CMakeFiles . \
|
|
| tar xf - -C $out
|
|
'';
|
|
};
|
|
|
|
espeak-ng' = espeak-ng.overrideAttrs (self: {
|
|
name = "espeak-ng'";
|
|
inherit (go-piper) src;
|
|
sourceRoot = "source/espeak";
|
|
patches = [ ];
|
|
nativeBuildInputs = [ cmake ];
|
|
cmakeFlags = (self.cmakeFlags or [ ]) ++ [
|
|
(lib.cmakeBool "BUILD_SHARED_LIBS" true)
|
|
(lib.cmakeBool "USE_ASYNC" false)
|
|
(lib.cmakeBool "USE_MBROLA" false)
|
|
(lib.cmakeBool "USE_LIBPCAUDIO" false)
|
|
(lib.cmakeBool "USE_KLATT" false)
|
|
(lib.cmakeBool "USE_SPEECHPLAYER" false)
|
|
(lib.cmakeBool "USE_LIBSONIC" false)
|
|
(lib.cmakeBool "CMAKE_POSITION_INDEPENDENT_CODE" true)
|
|
];
|
|
preConfigure = null;
|
|
postInstall = null;
|
|
});
|
|
|
|
piper-phonemize = stdenv.mkDerivation {
|
|
name = "piper-phonemize";
|
|
inherit (go-piper) src;
|
|
sourceRoot = "source/piper-phonemize";
|
|
buildInputs = [ espeak-ng' onnxruntime ];
|
|
nativeBuildInputs = [ cmake pkg-config ];
|
|
cmakeFlags = [
|
|
(lib.cmakeFeature "ONNXRUNTIME_DIR" "${onnxruntime.dev}")
|
|
(lib.cmakeFeature "ESPEAK_NG_DIR" "${espeak-ng'}")
|
|
];
|
|
passthru.espeak-ng = espeak-ng';
|
|
};
|
|
|
|
piper-tts' = (piper-tts.override { inherit piper-phonemize; }).overrideAttrs (self: {
|
|
name = "piper-tts'";
|
|
inherit (go-piper) src;
|
|
sourceRoot = "source/piper";
|
|
installPhase = null;
|
|
postInstall = ''
|
|
cp CMakeFiles/piper.dir/src/cpp/piper.cpp.o $out/piper.o
|
|
cd $out
|
|
mkdir bin lib
|
|
mv lib*so* lib/
|
|
mv piper piper_phonemize bin/
|
|
rm -rf cmake pkgconfig espeak-ng-data *.ort
|
|
'';
|
|
});
|
|
|
|
go-piper = stdenv.mkDerivation {
|
|
name = "go-piper";
|
|
src = fetchFromGitHub {
|
|
owner = "mudler";
|
|
repo = "go-piper";
|
|
rev = "9d0100873a7dbb0824dfea40e8cec70a1b110759";
|
|
hash = "sha256-Yv9LQkWwGpYdOS0FvtP0vZ0tRyBAx27sdmziBR4U4n8=";
|
|
fetchSubmodules = true;
|
|
};
|
|
postUnpack = ''
|
|
cp -r --no-preserve=mode ${piper-tts'}/* source
|
|
'';
|
|
postPatch = ''
|
|
sed -i Makefile \
|
|
-e '/CXXFLAGS *= / s;$; -DSPDLOG_FMT_EXTERNAL=1;'
|
|
'';
|
|
buildFlags = [ "libpiper_binding.a" ];
|
|
buildInputs = [ piper-tts' espeak-ng' piper-phonemize sonic fmt spdlog onnxruntime ];
|
|
installPhase = ''
|
|
cp -r --no-preserve=mode $src $out
|
|
mkdir -p $out/piper-phonemize/pi
|
|
cp -r --no-preserve=mode ${piper-phonemize}/share $out/piper-phonemize/pi
|
|
cp *.a $out
|
|
'';
|
|
};
|
|
|
|
go-rwkv = stdenv.mkDerivation {
|
|
name = "go-rwkv";
|
|
src = fetchFromGitHub {
|
|
owner = "donomii";
|
|
repo = "go-rwkv.cpp";
|
|
rev = "661e7ae26d442f5cfebd2a0881b44e8c55949ec6";
|
|
hash = "sha256-byTNZQSnt7qpBMng3ANJmpISh3GJiz+F15UqfXaz6nQ=";
|
|
fetchSubmodules = true;
|
|
};
|
|
buildFlags = [ "librwkv.a" ];
|
|
dontUseCmakeConfigure = true;
|
|
nativeBuildInputs = [ cmake ];
|
|
installPhase = ''
|
|
cp -r --no-preserve=mode $src $out
|
|
cp *.a $out
|
|
'';
|
|
};
|
|
|
|
# try to merge with openai-whisper-cpp in future
|
|
whisper-cpp = effectiveStdenv.mkDerivation {
|
|
name = "whisper-cpp";
|
|
src = fetchFromGitHub {
|
|
owner = "ggerganov";
|
|
repo = "whisper.cpp";
|
|
rev = "73d13ad19a8c9c4da4f405088a85169b1a171e66";
|
|
hash = "sha256-7g/J3a3behGgcJXy9ryAYXxgOYnsRMlGmux13re28AY=";
|
|
};
|
|
|
|
nativeBuildInputs = [ cmake pkg-config ]
|
|
++ lib.optionals with_cublas [ cuda_nvcc ];
|
|
|
|
buildInputs = [ ]
|
|
++ lib.optionals with_cublas [ cuda_cccl cuda_cudart libcublas ]
|
|
++ lib.optionals with_clblas [ clblast ocl-icd opencl-headers ]
|
|
++ lib.optionals with_openblas [ openblas.dev ];
|
|
|
|
cmakeFlags = [
|
|
(lib.cmakeBool "WHISPER_CUDA" with_cublas)
|
|
(lib.cmakeBool "WHISPER_CLBLAST" with_clblas)
|
|
(lib.cmakeBool "WHISPER_OPENBLAS" with_openblas)
|
|
(lib.cmakeBool "WHISPER_NO_AVX" (!enable_avx))
|
|
(lib.cmakeBool "WHISPER_NO_AVX2" (!enable_avx2))
|
|
(lib.cmakeBool "WHISPER_NO_FMA" (!enable_fma))
|
|
(lib.cmakeBool "WHISPER_NO_F16C" (!enable_f16c))
|
|
(lib.cmakeBool "BUILD_SHARED_LIBS" false)
|
|
];
|
|
postInstall = ''
|
|
install -Dt $out/bin bin/*
|
|
'';
|
|
};
|
|
|
|
go-bert = stdenv.mkDerivation {
|
|
name = "go-bert";
|
|
src = fetchFromGitHub {
|
|
owner = "go-skynet";
|
|
repo = "go-bert.cpp";
|
|
rev = "6abe312cded14042f6b7c3cd8edf082713334a4d";
|
|
hash = "sha256-lh9cvXc032Eq31kysxFOkRd0zPjsCznRl0tzg9P2ygo=";
|
|
fetchSubmodules = true;
|
|
};
|
|
buildFlags = [ "libgobert.a" ];
|
|
dontUseCmakeConfigure = true;
|
|
nativeBuildInputs = [ cmake ];
|
|
env.NIX_CFLAGS_COMPILE = "-Wformat";
|
|
installPhase = ''
|
|
cp -r --no-preserve=mode $src $out
|
|
cp *.a $out
|
|
'';
|
|
};
|
|
|
|
go-stable-diffusion = stdenv.mkDerivation {
|
|
name = "go-stable-diffusion";
|
|
src = fetchFromGitHub {
|
|
owner = "mudler";
|
|
repo = "go-stable-diffusion";
|
|
rev = "4a3cd6aeae6f66ee57eae9a0075f8c58c3a6a38f";
|
|
hash = "sha256-KXUvMP6cDyWib4rG0RmVRm3pgrdsfKXaH3k0v5/mTe8=";
|
|
fetchSubmodules = true;
|
|
};
|
|
buildFlags = [ "libstablediffusion.a" ];
|
|
dontUseCmakeConfigure = true;
|
|
nativeBuildInputs = [ cmake ];
|
|
buildInputs = [ opencv ];
|
|
env.NIX_CFLAGS_COMPILE = " -isystem ${opencv}/include/opencv4";
|
|
installPhase = ''
|
|
mkdir $out
|
|
tar cf - --exclude=CMakeFiles --exclude="*.o" --exclude="*.so" --exclude="*.so.*" . \
|
|
| tar xf - -C $out
|
|
'';
|
|
};
|
|
|
|
go-tiny-dream-ncnn = ncnn.overrideAttrs (self: {
|
|
name = "go-tiny-dream-ncnn";
|
|
inherit (go-tiny-dream) src;
|
|
sourceRoot = "source/ncnn";
|
|
cmakeFlags = self.cmakeFlags ++ [
|
|
(lib.cmakeBool "NCNN_SHARED_LIB" false)
|
|
(lib.cmakeBool "NCNN_OPENMP" false)
|
|
(lib.cmakeBool "NCNN_VULKAN" false)
|
|
(lib.cmakeBool "NCNN_AVX" enable_avx)
|
|
(lib.cmakeBool "NCNN_AVX2" enable_avx2)
|
|
(lib.cmakeBool "NCNN_AVX512" enable_avx512)
|
|
(lib.cmakeBool "NCNN_FMA" enable_fma)
|
|
(lib.cmakeBool "NCNN_F16C" enable_f16c)
|
|
];
|
|
});
|
|
|
|
go-tiny-dream = effectiveStdenv.mkDerivation {
|
|
name = "go-tiny-dream";
|
|
src = fetchFromGitHub {
|
|
owner = "M0Rf30";
|
|
repo = "go-tiny-dream";
|
|
rev = "c04fa463ace9d9a6464313aa5f9cd0f953b6c057";
|
|
hash = "sha256-uow3vbAI4F/fTGjYOKOLqTpKq7NgGYSZhGlEhn7h6s0=";
|
|
fetchSubmodules = true;
|
|
};
|
|
postUnpack = ''
|
|
rm -rf source/ncnn
|
|
mkdir -p source/ncnn/build/src
|
|
cp -r --no-preserve=mode ${go-tiny-dream-ncnn}/lib/. ${go-tiny-dream-ncnn}/include/. source/ncnn/build/src
|
|
'';
|
|
buildFlags = [ "libtinydream.a" ];
|
|
installPhase = ''
|
|
mkdir $out
|
|
tar cf - --exclude="*.o" . \
|
|
| tar xf - -C $out
|
|
'';
|
|
meta.broken = lib.versionOlder go-tiny-dream.stdenv.cc.version "13";
|
|
};
|
|
|
|
GO_TAGS = lib.optional with_tinydream "tinydream"
|
|
++ lib.optional with_tts "tts"
|
|
++ lib.optional with_stablediffusion "stablediffusion";
|
|
|
|
effectiveStdenv =
|
|
if with_cublas then
|
|
# It's necessary to consistently use backendStdenv when building with CUDA support,
|
|
# otherwise we get libstdc++ errors downstream.
|
|
cudaPackages.backendStdenv
|
|
else
|
|
stdenv;
|
|
|
|
pname = "local-ai";
|
|
version = "2.15.0";
|
|
src = fetchFromGitHub {
|
|
owner = "go-skynet";
|
|
repo = "LocalAI";
|
|
rev = "v${version}";
|
|
hash = "sha256-AjNgfZjVxlw0LtPbUTbJuLcUfqJdPzn6vOmUDz/v7Jc=";
|
|
};
|
|
|
|
self = buildGoModule.override { stdenv = effectiveStdenv; } {
|
|
inherit pname version src;
|
|
|
|
vendorHash = "sha256-+ZPZkOpaTsKrL2HDOEtAr8sT6uqTiQXo/XS+MBNZq5E=";
|
|
|
|
env.NIX_CFLAGS_COMPILE = lib.optionalString with_stablediffusion " -isystem ${opencv}/include/opencv4";
|
|
|
|
postPatch =
|
|
let
|
|
cp = "cp -r --no-preserve=mode,ownership";
|
|
in
|
|
''
|
|
sed -i Makefile \
|
|
-e 's;git clone.*go-llama\.cpp$;${cp} ${go-llama} sources/go-llama\.cpp;' \
|
|
-e 's;git clone.*gpt4all$;${cp} ${gpt4all} sources/gpt4all;' \
|
|
-e 's;git clone.*go-piper$;${cp} ${if with_tts then go-piper else go-piper.src} sources/go-piper;' \
|
|
-e 's;git clone.*go-rwkv\.cpp$;${cp} ${go-rwkv} sources/go-rwkv\.cpp;' \
|
|
-e 's;git clone.*whisper\.cpp$;${cp} ${whisper-cpp.src} sources/whisper\.cpp;' \
|
|
-e 's;git clone.*go-bert\.cpp$;${cp} ${go-bert} sources/go-bert\.cpp;' \
|
|
-e 's;git clone.*diffusion$;${cp} ${if with_stablediffusion then go-stable-diffusion else go-stable-diffusion.src} sources/go-stable-diffusion;' \
|
|
-e 's;git clone.*go-tiny-dream$;${cp} ${if with_tinydream then go-tiny-dream else go-tiny-dream.src} sources/go-tiny-dream;' \
|
|
-e 's, && git checkout.*,,g' \
|
|
-e '/mod download/ d' \
|
|
-e '/^ALL_GRPC_BACKENDS+=backend-assets\/grpc\/llama-cpp-/ d' \
|
|
'';
|
|
|
|
postConfigure = ''
|
|
mkdir -p backend-assets/grpc
|
|
cp ${llama-cpp-grpc}/bin/*grpc-server backend-assets/grpc/llama-cpp
|
|
'';
|
|
|
|
buildInputs = [ ]
|
|
++ lib.optionals with_cublas [ libcublas ]
|
|
++ lib.optionals with_clblas [ clblast ocl-icd opencl-headers ]
|
|
++ lib.optionals with_openblas [ openblas.dev ]
|
|
++ lib.optionals with_stablediffusion go-stable-diffusion.buildInputs
|
|
++ lib.optionals with_tts go-piper.buildInputs;
|
|
|
|
nativeBuildInputs = [
|
|
protobuf
|
|
protoc-gen-go
|
|
protoc-gen-go-grpc
|
|
makeWrapper
|
|
]
|
|
++ lib.optionals with_cublas [ cuda_nvcc ];
|
|
|
|
enableParallelBuilding = false;
|
|
|
|
modBuildPhase = ''
|
|
mkdir sources
|
|
make prepare-sources protogen-go
|
|
go mod tidy -v
|
|
'';
|
|
|
|
proxyVendor = true;
|
|
|
|
# should be passed as makeFlags, but build system failes with strings
|
|
# containing spaces
|
|
env.GO_TAGS = builtins.concatStringsSep " " GO_TAGS;
|
|
|
|
makeFlags = [
|
|
"VERSION=v${version}"
|
|
"BUILD_TYPE=${BUILD_TYPE}"
|
|
]
|
|
++ lib.optional with_cublas "CUDA_LIBPATH=${cuda_cudart}/lib"
|
|
++ lib.optional with_tts "PIPER_CGO_CXXFLAGS=-DSPDLOG_FMT_EXTERNAL=1";
|
|
|
|
buildPhase = ''
|
|
runHook preBuild
|
|
|
|
mkdir sources
|
|
make prepare-sources
|
|
# avoid rebuild of prebuilt libraries
|
|
touch sources/**/lib*.a
|
|
cp ${whisper-cpp}/lib/static/lib*.a sources/whisper.cpp
|
|
|
|
local flagsArray=(
|
|
''${enableParallelBuilding:+-j''${NIX_BUILD_CORES}}
|
|
SHELL=$SHELL
|
|
)
|
|
_accumFlagsArray makeFlags makeFlagsArray buildFlags buildFlagsArray
|
|
echoCmd 'build flags' "''${flagsArray[@]}"
|
|
make build "''${flagsArray[@]}"
|
|
unset flagsArray
|
|
|
|
runHook postBuild
|
|
'';
|
|
|
|
installPhase = ''
|
|
runHook preInstall
|
|
|
|
install -Dt $out/bin ${pname}
|
|
|
|
runHook postInstall
|
|
'';
|
|
|
|
# patching rpath with patchelf doens't work. The execuable
|
|
# raises an segmentation fault
|
|
postFixup =
|
|
let
|
|
LD_LIBRARY_PATH = [ ]
|
|
++ lib.optionals with_cublas [ (lib.getLib libcublas) cuda_cudart addDriverRunpath.driverLink ]
|
|
++ lib.optionals with_clblas [ clblast ocl-icd ]
|
|
++ lib.optionals with_openblas [ openblas ]
|
|
++ lib.optionals with_tts [ piper-phonemize ];
|
|
in
|
|
''
|
|
wrapProgram $out/bin/${pname} \
|
|
--prefix LD_LIBRARY_PATH : "${lib.makeLibraryPath LD_LIBRARY_PATH}" \
|
|
--prefix PATH : "${ffmpeg}/bin"
|
|
'';
|
|
|
|
passthru.local-packages = {
|
|
inherit
|
|
go-tiny-dream go-rwkv go-bert go-llama gpt4all go-piper
|
|
llama-cpp-grpc whisper-cpp go-tiny-dream-ncnn espeak-ng' piper-phonemize
|
|
piper-tts';
|
|
};
|
|
|
|
passthru.features = {
|
|
inherit
|
|
with_cublas with_openblas with_tts with_stablediffusion
|
|
with_tinydream with_clblas;
|
|
};
|
|
|
|
passthru.tests = callPackages ./tests.nix { inherit self; };
|
|
passthru.lib = callPackages ./lib.nix { };
|
|
|
|
meta = with lib; {
|
|
description = "OpenAI alternative to run local LLMs, image and audio generation";
|
|
homepage = "https://localai.io";
|
|
license = licenses.mit;
|
|
maintainers = with maintainers; [ onny ck3d ];
|
|
platforms = platforms.linux;
|
|
};
|
|
};
|
|
in
|
|
self
|