643 lines
17 KiB
Nix
643 lines
17 KiB
Nix
{
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config,
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callPackages,
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stdenv,
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lib,
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addDriverRunpath,
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fetchFromGitHub,
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protobuf,
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protoc-gen-go,
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protoc-gen-go-grpc,
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grpc,
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openssl,
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llama-cpp,
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# needed for audio-to-text
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ffmpeg,
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cmake,
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pkg-config,
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buildGo123Module,
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makeWrapper,
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ncurses,
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which,
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enable_upx ? true,
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upx,
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# apply feature parameter names according to
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# https://github.com/NixOS/rfcs/pull/169
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# CPU extensions
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enable_avx ? true,
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enable_avx2 ? true,
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enable_avx512 ? stdenv.hostPlatform.avx512Support,
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enable_f16c ? true,
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enable_fma ? true,
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with_openblas ? false,
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openblas,
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with_cublas ? config.cudaSupport,
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cudaPackages,
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with_clblas ? false,
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clblast,
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ocl-icd,
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opencl-headers,
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with_tinydream ? false, # do not compile with cublas
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ncnn,
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with_stablediffusion ? true,
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opencv,
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with_tts ? true,
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onnxruntime,
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sonic,
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spdlog,
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fmt,
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espeak-ng,
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piper-tts,
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}:
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let
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BUILD_TYPE =
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assert
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(lib.count lib.id [
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with_openblas
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with_cublas
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with_clblas
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]) <= 1;
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if with_openblas then
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"openblas"
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else if with_cublas then
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"cublas"
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else if with_clblas then
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"clblas"
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else
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"";
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inherit (cudaPackages)
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libcublas
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cuda_nvcc
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cuda_cccl
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cuda_cudart
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libcufft
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;
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go-llama = effectiveStdenv.mkDerivation {
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name = "go-llama";
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src = fetchFromGitHub {
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owner = "go-skynet";
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repo = "go-llama.cpp";
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rev = "2b57a8ae43e4699d3dc5d1496a1ccd42922993be";
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hash = "sha256-D6SEg5pPcswGyKAmF4QTJP6/Y1vjRr7m7REguag+too=";
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fetchSubmodules = true;
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};
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buildFlags = [
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"libbinding.a"
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"BUILD_TYPE=${BUILD_TYPE}"
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];
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buildInputs =
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[ ]
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++ lib.optionals with_cublas [
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cuda_cccl
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cuda_cudart
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libcublas
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]
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++ lib.optionals with_clblas [
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clblast
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ocl-icd
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opencl-headers
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]
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++ lib.optionals with_openblas [ openblas.dev ];
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nativeBuildInputs = [ cmake ] ++ lib.optionals with_cublas [ cuda_nvcc ];
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dontUseCmakeConfigure = true;
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installPhase = ''
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mkdir $out
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tar cf - --exclude=build --exclude=CMakeFiles --exclude="*.o" . \
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| tar xf - -C $out
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'';
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};
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llama-cpp-rpc =
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(llama-cpp-grpc.overrideAttrs (prev: {
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name = "llama-cpp-rpc";
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cmakeFlags = prev.cmakeFlags ++ [
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(lib.cmakeBool "GGML_AVX" false)
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(lib.cmakeBool "GGML_AVX2" false)
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(lib.cmakeBool "GGML_AVX512" false)
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(lib.cmakeBool "GGML_FMA" false)
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(lib.cmakeBool "GGML_F16C" false)
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];
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})).override
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{
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cudaSupport = false;
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openclSupport = false;
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blasSupport = false;
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rpcSupport = true;
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};
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llama-cpp-grpc =
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(llama-cpp.overrideAttrs (
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final: prev: {
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name = "llama-cpp-grpc";
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src = fetchFromGitHub {
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owner = "ggerganov";
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repo = "llama.cpp";
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rev = "45f097645efb11b6d09a5b4adbbfd7c312ac0126";
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hash = "sha256-kZlH+Xpt38Ymc9TW7qRVyN7ISwed4ycA0M0808+UcXM=";
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fetchSubmodules = true;
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};
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postPatch =
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prev.postPatch
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+ ''
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cd examples
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cp -r --no-preserve=mode ${src}/backend/cpp/llama grpc-server
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cp llava/clip.* llava/llava.* grpc-server
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printf "\nadd_subdirectory(grpc-server)" >> CMakeLists.txt
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cp ${src}/backend/backend.proto grpc-server
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sed -i grpc-server/CMakeLists.txt \
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-e '/get_filename_component/ s;[.\/]*backend/;;' \
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-e '$a\install(TARGETS ''${TARGET} RUNTIME)'
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cd ..
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'';
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cmakeFlags = prev.cmakeFlags ++ [
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(lib.cmakeBool "BUILD_SHARED_LIBS" false)
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(lib.cmakeBool "GGML_AVX" enable_avx)
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(lib.cmakeBool "GGML_AVX2" enable_avx2)
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(lib.cmakeBool "GGML_AVX512" enable_avx512)
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(lib.cmakeBool "GGML_FMA" enable_fma)
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(lib.cmakeBool "GGML_F16C" enable_f16c)
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];
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buildInputs = prev.buildInputs ++ [
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protobuf # provides also abseil_cpp as propagated build input
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grpc
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openssl
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];
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}
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)).override
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{
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cudaSupport = with_cublas;
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rocmSupport = false;
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openclSupport = with_clblas;
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blasSupport = with_openblas;
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};
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espeak-ng' = espeak-ng.overrideAttrs (self: {
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name = "espeak-ng'";
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inherit (go-piper) src;
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sourceRoot = "${go-piper.src.name}/espeak";
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patches = [ ];
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nativeBuildInputs = [ cmake ];
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cmakeFlags = (self.cmakeFlags or [ ]) ++ [
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(lib.cmakeBool "BUILD_SHARED_LIBS" true)
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(lib.cmakeBool "USE_ASYNC" false)
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(lib.cmakeBool "USE_MBROLA" false)
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(lib.cmakeBool "USE_LIBPCAUDIO" false)
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(lib.cmakeBool "USE_KLATT" false)
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(lib.cmakeBool "USE_SPEECHPLAYER" false)
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(lib.cmakeBool "USE_LIBSONIC" false)
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(lib.cmakeBool "CMAKE_POSITION_INDEPENDENT_CODE" true)
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];
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preConfigure = null;
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postInstall = null;
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});
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piper-phonemize = stdenv.mkDerivation {
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name = "piper-phonemize";
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inherit (go-piper) src;
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sourceRoot = "${go-piper.src.name}/piper-phonemize";
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buildInputs = [
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espeak-ng'
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onnxruntime
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];
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nativeBuildInputs = [
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cmake
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pkg-config
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];
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cmakeFlags = [
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(lib.cmakeFeature "ONNXRUNTIME_DIR" "${onnxruntime.dev}")
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(lib.cmakeFeature "ESPEAK_NG_DIR" "${espeak-ng'}")
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];
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passthru.espeak-ng = espeak-ng';
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};
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piper-tts' = (piper-tts.override { inherit piper-phonemize; }).overrideAttrs (self: {
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name = "piper-tts'";
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inherit (go-piper) src;
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sourceRoot = "${go-piper.src.name}/piper";
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installPhase = null;
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postInstall = ''
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cp CMakeFiles/piper.dir/src/cpp/piper.cpp.o $out/piper.o
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cd $out
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mkdir bin lib
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mv lib*so* lib/
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mv piper piper_phonemize bin/
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rm -rf cmake pkgconfig espeak-ng-data *.ort
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'';
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});
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go-piper = stdenv.mkDerivation {
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name = "go-piper";
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src = fetchFromGitHub {
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owner = "mudler";
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repo = "go-piper";
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rev = "9d0100873a7dbb0824dfea40e8cec70a1b110759";
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hash = "sha256-Yv9LQkWwGpYdOS0FvtP0vZ0tRyBAx27sdmziBR4U4n8=";
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fetchSubmodules = true;
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};
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postUnpack = ''
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cp -r --no-preserve=mode ${piper-tts'}/* source
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'';
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postPatch = ''
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sed -i Makefile \
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-e '/CXXFLAGS *= / s;$; -DSPDLOG_FMT_EXTERNAL=1;'
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'';
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buildFlags = [ "libpiper_binding.a" ];
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buildInputs = [
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piper-tts'
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espeak-ng'
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piper-phonemize
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sonic
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fmt
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spdlog
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onnxruntime
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];
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installPhase = ''
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cp -r --no-preserve=mode $src $out
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mkdir -p $out/piper-phonemize/pi
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cp -r --no-preserve=mode ${piper-phonemize}/share $out/piper-phonemize/pi
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cp *.a $out
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'';
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};
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go-rwkv = stdenv.mkDerivation {
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name = "go-rwkv";
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src = fetchFromGitHub {
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owner = "donomii";
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repo = "go-rwkv.cpp";
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rev = "661e7ae26d442f5cfebd2a0881b44e8c55949ec6";
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hash = "sha256-byTNZQSnt7qpBMng3ANJmpISh3GJiz+F15UqfXaz6nQ=";
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fetchSubmodules = true;
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};
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buildFlags = [ "librwkv.a" ];
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dontUseCmakeConfigure = true;
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nativeBuildInputs = [ cmake ];
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installPhase = ''
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cp -r --no-preserve=mode $src $out
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cp *.a $out
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'';
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};
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# try to merge with openai-whisper-cpp in future
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whisper-cpp = effectiveStdenv.mkDerivation {
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name = "whisper-cpp";
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src = fetchFromGitHub {
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owner = "ggerganov";
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repo = "whisper.cpp";
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rev = "a5abfe6a90495f7bf19fe70d016ecc255e97359c";
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hash = "sha256-XSPO1Wtqlq1krwAH98jMIGWa1Npmnjd5oCJ0lc3D3H4=";
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};
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nativeBuildInputs = [
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cmake
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pkg-config
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] ++ lib.optionals with_cublas [ cuda_nvcc ];
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buildInputs =
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[ ]
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++ lib.optionals with_cublas [
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cuda_cccl
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cuda_cudart
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libcublas
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libcufft
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]
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++ lib.optionals with_clblas [
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clblast
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ocl-icd
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opencl-headers
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]
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++ lib.optionals with_openblas [ openblas.dev ];
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cmakeFlags = [
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(lib.cmakeBool "WHISPER_CUDA" with_cublas)
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(lib.cmakeBool "WHISPER_CLBLAST" with_clblas)
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(lib.cmakeBool "WHISPER_OPENBLAS" with_openblas)
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(lib.cmakeBool "WHISPER_NO_AVX" (!enable_avx))
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(lib.cmakeBool "WHISPER_NO_AVX2" (!enable_avx2))
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(lib.cmakeBool "WHISPER_NO_FMA" (!enable_fma))
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(lib.cmakeBool "WHISPER_NO_F16C" (!enable_f16c))
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(lib.cmakeBool "BUILD_SHARED_LIBS" false)
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];
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postInstall = ''
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install -Dt $out/bin bin/*
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'';
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};
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go-bert = stdenv.mkDerivation {
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name = "go-bert";
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src = fetchFromGitHub {
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owner = "go-skynet";
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repo = "go-bert.cpp";
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rev = "710044b124545415f555e4260d16b146c725a6e4";
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hash = "sha256-UNrs3unYjvSzCVaVISFFBDD+s37lmN6/7ajmGNcYgrU=";
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fetchSubmodules = true;
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};
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buildFlags = [ "libgobert.a" ];
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dontUseCmakeConfigure = true;
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nativeBuildInputs = [ cmake ];
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env.NIX_CFLAGS_COMPILE = "-Wformat";
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installPhase = ''
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cp -r --no-preserve=mode $src $out
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cp *.a $out
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'';
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};
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go-stable-diffusion = stdenv.mkDerivation {
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name = "go-stable-diffusion";
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src = fetchFromGitHub {
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owner = "mudler";
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repo = "go-stable-diffusion";
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rev = "4a3cd6aeae6f66ee57eae9a0075f8c58c3a6a38f";
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hash = "sha256-KXUvMP6cDyWib4rG0RmVRm3pgrdsfKXaH3k0v5/mTe8=";
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fetchSubmodules = true;
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};
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buildFlags = [ "libstablediffusion.a" ];
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dontUseCmakeConfigure = true;
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nativeBuildInputs = [ cmake ];
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buildInputs = [ opencv ];
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env.NIX_CFLAGS_COMPILE = " -isystem ${opencv}/include/opencv4";
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installPhase = ''
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mkdir $out
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tar cf - --exclude=CMakeFiles --exclude="*.o" --exclude="*.so" --exclude="*.so.*" . \
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| tar xf - -C $out
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'';
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};
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go-tiny-dream-ncnn = ncnn.overrideAttrs (self: {
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name = "go-tiny-dream-ncnn";
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inherit (go-tiny-dream) src;
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sourceRoot = "${go-tiny-dream.src.name}/ncnn";
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cmakeFlags = self.cmakeFlags ++ [
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(lib.cmakeBool "NCNN_SHARED_LIB" false)
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(lib.cmakeBool "NCNN_OPENMP" false)
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(lib.cmakeBool "NCNN_VULKAN" false)
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(lib.cmakeBool "NCNN_AVX" enable_avx)
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(lib.cmakeBool "NCNN_AVX2" enable_avx2)
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(lib.cmakeBool "NCNN_AVX512" enable_avx512)
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(lib.cmakeBool "NCNN_FMA" enable_fma)
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(lib.cmakeBool "NCNN_F16C" enable_f16c)
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];
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});
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go-tiny-dream = effectiveStdenv.mkDerivation {
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name = "go-tiny-dream";
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src = fetchFromGitHub {
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owner = "M0Rf30";
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repo = "go-tiny-dream";
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rev = "c04fa463ace9d9a6464313aa5f9cd0f953b6c057";
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hash = "sha256-uow3vbAI4F/fTGjYOKOLqTpKq7NgGYSZhGlEhn7h6s0=";
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fetchSubmodules = true;
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};
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postUnpack = ''
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rm -rf source/ncnn
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mkdir -p source/ncnn/build/src
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cp -r --no-preserve=mode ${go-tiny-dream-ncnn}/lib/. ${go-tiny-dream-ncnn}/include/. source/ncnn/build/src
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'';
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buildFlags = [ "libtinydream.a" ];
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installPhase = ''
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mkdir $out
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tar cf - --exclude="*.o" . \
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| tar xf - -C $out
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'';
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meta.broken = lib.versionOlder go-tiny-dream.stdenv.cc.version "13";
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};
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GO_TAGS =
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lib.optional with_tinydream "tinydream"
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++ lib.optional with_tts "tts"
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++ lib.optional with_stablediffusion "stablediffusion";
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effectiveStdenv =
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if with_cublas then
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# It's necessary to consistently use backendStdenv when building with CUDA support,
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# otherwise we get libstdc++ errors downstream.
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cudaPackages.backendStdenv
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else
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stdenv;
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pname = "local-ai";
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version = "2.22.1";
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src = fetchFromGitHub {
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owner = "go-skynet";
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repo = "LocalAI";
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|
rev = "v${version}";
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|
hash = "sha256-vIjjGs3IIxnWlLsybQNWJHbWNnoInVh+otJ7vNODcik=";
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|
};
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prepare-sources =
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let
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cp = "cp -r --no-preserve=mode,ownership";
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in
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''
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mkdir sources
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${cp} ${go-llama} sources/go-llama.cpp
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${cp} ${if with_tts then go-piper else go-piper.src} sources/go-piper
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${cp} ${go-rwkv} sources/go-rwkv.cpp
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${cp} ${whisper-cpp.src} sources/whisper.cpp
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cp ${whisper-cpp}/lib/lib*.a sources/whisper.cpp
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${cp} ${go-bert} sources/go-bert.cpp
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${cp} ${
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if with_stablediffusion then go-stable-diffusion else go-stable-diffusion.src
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} sources/go-stable-diffusion
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${cp} ${if with_tinydream then go-tiny-dream else go-tiny-dream.src} sources/go-tiny-dream
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'';
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self = buildGo123Module.override { stdenv = effectiveStdenv; } {
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inherit pname version src;
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vendorHash = "sha256-tb2nVUCUdaOWHpJz4zMqgfJ4PYUqGwV/0lj76n36sUg=";
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env.NIX_CFLAGS_COMPILE = lib.optionalString with_stablediffusion " -isystem ${opencv}/include/opencv4";
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|
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postPatch =
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''
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sed -i Makefile \
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|
-e '/mod download/ d' \
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-e '/^ALL_GRPC_BACKENDS+=backend-assets\/grpc\/llama-cpp-fallback/ d' \
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|
-e '/^ALL_GRPC_BACKENDS+=backend-assets\/grpc\/llama-cpp-avx/ d' \
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-e '/^ALL_GRPC_BACKENDS+=backend-assets\/grpc\/llama-cpp-cuda/ d' \
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|
|
''
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+ lib.optionalString with_cublas ''
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|
sed -i Makefile \
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-e '/^CGO_LDFLAGS_WHISPER?=/ s;$;-L${libcufft}/lib -L${cuda_cudart}/lib;'
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|
'';
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postConfigure =
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prepare-sources
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+ ''
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shopt -s extglob
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mkdir -p backend-assets/grpc
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|
cp ${llama-cpp-grpc}/bin/grpc-server backend-assets/grpc/llama-cpp-avx2
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|
cp ${llama-cpp-rpc}/bin/grpc-server backend-assets/grpc/llama-cpp-grpc
|
|
|
|
mkdir -p backend/cpp/llama/llama.cpp
|
|
|
|
mkdir -p backend-assets/util
|
|
cp ${llama-cpp-rpc}/bin/llama-rpc-server backend-assets/util/llama-cpp-rpc-server
|
|
|
|
# avoid rebuild of prebuilt make targets
|
|
touch backend-assets/grpc/* backend-assets/util/* sources/**/lib*.a
|
|
'';
|
|
|
|
buildInputs =
|
|
[ ]
|
|
++ lib.optionals with_cublas [
|
|
cuda_cudart
|
|
libcublas
|
|
libcufft
|
|
]
|
|
++ lib.optionals with_clblas [
|
|
clblast
|
|
ocl-icd
|
|
opencl-headers
|
|
]
|
|
++ lib.optionals with_openblas [ openblas.dev ]
|
|
++ lib.optionals with_stablediffusion go-stable-diffusion.buildInputs
|
|
++ lib.optionals with_tts go-piper.buildInputs;
|
|
|
|
nativeBuildInputs = [
|
|
protobuf
|
|
protoc-gen-go
|
|
protoc-gen-go-grpc
|
|
makeWrapper
|
|
ncurses # tput
|
|
which
|
|
] ++ lib.optional enable_upx upx ++ lib.optionals with_cublas [ cuda_nvcc ];
|
|
|
|
enableParallelBuilding = false;
|
|
|
|
modBuildPhase =
|
|
prepare-sources
|
|
+ ''
|
|
make protogen-go
|
|
go mod tidy -v
|
|
'';
|
|
|
|
proxyVendor = true;
|
|
|
|
# should be passed as makeFlags, but build system failes with strings
|
|
# containing spaces
|
|
env.GO_TAGS = builtins.concatStringsSep " " GO_TAGS;
|
|
|
|
makeFlags =
|
|
[
|
|
"VERSION=v${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
|
|
|
|
local flagsArray=(
|
|
''${enableParallelBuilding:+-j''${NIX_BUILD_CORES}}
|
|
SHELL=$SHELL
|
|
)
|
|
concatTo flagsArray makeFlags makeFlagsArray buildFlags buildFlagsArray
|
|
echoCmd 'build flags' "''${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 [
|
|
# driverLink has to be first to avoid loading the stub version of libcuda.so
|
|
# https://github.com/NixOS/nixpkgs/issues/320145#issuecomment-2190319327
|
|
addDriverRunpath.driverLink
|
|
(lib.getLib libcublas)
|
|
cuda_cudart
|
|
]
|
|
++ lib.optionals with_clblas [
|
|
clblast
|
|
ocl-icd
|
|
]
|
|
++ lib.optionals with_openblas [ openblas ]
|
|
++ lib.optionals with_tts [ piper-phonemize ]
|
|
++ lib.optionals (with_tts && enable_upx) [
|
|
fmt
|
|
spdlog
|
|
];
|
|
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
|
|
go-piper
|
|
llama-cpp-grpc
|
|
whisper-cpp
|
|
go-tiny-dream-ncnn
|
|
espeak-ng'
|
|
piper-phonemize
|
|
piper-tts'
|
|
llama-cpp-rpc
|
|
;
|
|
};
|
|
|
|
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
|