554 lines
17 KiB
Nix
554 lines
17 KiB
Nix
{ 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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, buildGoModule
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, makeWrapper
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, ncurses
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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 (lib.count lib.id [ with_openblas with_cublas with_clblas ]) <= 1;
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if with_openblas then "openblas"
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else if with_cublas then "cublas"
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else if with_clblas then "clblas"
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else "";
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inherit (cudaPackages) libcublas cuda_nvcc cuda_cccl cuda_cudart libcufft;
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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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++ lib.optionals with_cublas [ cuda_cccl cuda_cudart libcublas ]
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++ lib.optionals with_clblas [ clblast ocl-icd opencl-headers ]
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++ lib.optionals with_openblas [ openblas.dev ];
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nativeBuildInputs = [ cmake ]
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++ 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 $out
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'';
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};
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llama-cpp-rpc = (llama-cpp-grpc.overrideAttrs (prev: {
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name = "llama-cpp-rpc";
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cmakeFlags = prev.cmakeFlags ++ [
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(lib.cmakeBool "LLAMA_AVX" false)
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(lib.cmakeBool "LLAMA_AVX2" false)
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(lib.cmakeBool "LLAMA_AVX512" false)
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(lib.cmakeBool "LLAMA_FMA" false)
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(lib.cmakeBool "LLAMA_F16C" false)
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(lib.cmakeBool "LLAMA_RPC" true)
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];
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postPatch = prev.postPatch + ''
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sed -i examples/rpc/CMakeLists.txt \
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-e '$a\install(TARGETS rpc-server RUNTIME)'
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'';
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})).override {
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cudaSupport = false;
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openclSupport = false;
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blasSupport = false;
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};
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llama-cpp-grpc = (llama-cpp.overrideAttrs (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 = "37bef8943312d91183ff06d8f1214082a17344a5";
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hash = "sha256-E3kCMDK5TXozBsprp4D581WHTVP9aljxB1KZUKug1pM=";
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fetchSubmodules = true;
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};
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postPatch = prev.postPatch + ''
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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 "LLAMA_AVX" enable_avx)
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(lib.cmakeBool "LLAMA_AVX2" enable_avx2)
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(lib.cmakeBool "LLAMA_AVX512" enable_avx512)
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(lib.cmakeBool "LLAMA_FMA" enable_fma)
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(lib.cmakeBool "LLAMA_F16C" enable_f16c)
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];
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postInstall = null;
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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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})).override {
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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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gpt4all = stdenv.mkDerivation {
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name = "gpt4all";
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src = fetchFromGitHub {
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owner = "nomic-ai";
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repo = "gpt4all";
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rev = "27a8b020c36b0df8f8b82a252d261cda47cf44b8";
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hash = "sha256-djq1eK6ncvhkO3MNDgasDBUY/7WWcmZt/GJsHAulLdI=";
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fetchSubmodules = true;
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};
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makeFlags = [ "-C gpt4all-bindings/golang" ];
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buildFlags = [ "libgpt4all.a" ];
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dontUseCmakeConfigure = true;
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nativeBuildInputs = [ cmake ];
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installPhase = ''
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mkdir $out
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tar cf - --exclude=CMakeFiles . \
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| tar xf - -C $out
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'';
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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 = "source/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 = "source/piper-phonemize";
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buildInputs = [ espeak-ng' onnxruntime ];
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nativeBuildInputs = [ cmake pkg-config ];
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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 = "source/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 = [ piper-tts' espeak-ng' piper-phonemize sonic fmt spdlog onnxruntime ];
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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 = "b29b3b29240aac8b71ce8e5a4360c1f1562ad66f";
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hash = "sha256-vSd+AP9AexbG4wvdkk6wjxYQBZdKWGK2Ix7c86MUfB8=";
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};
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nativeBuildInputs = [ cmake pkg-config ]
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++ lib.optionals with_cublas [ cuda_nvcc ];
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buildInputs = [ ]
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++ lib.optionals with_cublas [ cuda_cccl cuda_cudart libcublas libcufft ]
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++ lib.optionals with_clblas [ clblast ocl-icd opencl-headers ]
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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 = "source/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 $out
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'';
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meta.broken = lib.versionOlder go-tiny-dream.stdenv.cc.version "13";
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};
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GO_TAGS = lib.optional with_tinydream "tinydream"
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++ lib.optional with_tts "tts"
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++ lib.optional with_stablediffusion "stablediffusion";
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effectiveStdenv =
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if with_cublas then
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# It's necessary to consistently use backendStdenv when building with CUDA support,
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# otherwise we get libstdc++ errors downstream.
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cudaPackages.backendStdenv
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else
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stdenv;
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pname = "local-ai";
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version = "2.17.1";
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src = fetchFromGitHub {
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owner = "go-skynet";
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repo = "LocalAI";
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rev = "v${version}";
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hash = "sha256-G9My4t3vJ1sWyD+vxUgON4ezXURVAAgu1nAtTjd3ZR8=";
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};
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self = buildGoModule.override { stdenv = effectiveStdenv; } {
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inherit pname version src;
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vendorHash = "sha256-Hu7aJFi40CKNWAxYOR47VBZI1A/9SlBIVQVcB8iqcxA=";
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env.NIX_CFLAGS_COMPILE = lib.optionalString with_stablediffusion " -isystem ${opencv}/include/opencv4";
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postPatch =
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let
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cp = "cp -r --no-preserve=mode,ownership";
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in
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''
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sed -i Makefile \
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-e 's;git clone.*go-llama\.cpp$;${cp} ${go-llama} sources/go-llama\.cpp;' \
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-e 's;git clone.*gpt4all$;${cp} ${gpt4all} sources/gpt4all;' \
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-e 's;git clone.*go-piper$;${cp} ${if with_tts then go-piper else go-piper.src} sources/go-piper;' \
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-e 's;git clone.*go-rwkv\.cpp$;${cp} ${go-rwkv} sources/go-rwkv\.cpp;' \
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-e 's;git clone.*whisper\.cpp$;${cp} ${whisper-cpp.src} sources/whisper\.cpp;' \
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-e 's;git clone.*go-bert\.cpp$;${cp} ${go-bert} sources/go-bert\.cpp;' \
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-e 's;git clone.*diffusion$;${cp} ${if with_stablediffusion then go-stable-diffusion else go-stable-diffusion.src} sources/go-stable-diffusion;' \
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-e 's;git clone.*go-tiny-dream$;${cp} ${if with_tinydream then go-tiny-dream else go-tiny-dream.src} sources/go-tiny-dream;' \
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-e 's, && git checkout.*,,g' \
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-e '/mod download/ d' \
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-e '/^ALL_GRPC_BACKENDS+=backend-assets\/grpc\/llama-cpp-fallback/ d' \
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-e '/^ALL_GRPC_BACKENDS+=backend-assets\/grpc\/llama-cpp-avx/ d' \
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-e '/^ALL_GRPC_BACKENDS+=backend-assets\/grpc\/llama-cpp-cuda/ d' \
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'' + lib.optionalString with_cublas ''
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sed -i Makefile \
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-e '/^CGO_LDFLAGS_WHISPER?=/ s;$;-L${libcufft}/lib -L${cuda_cudart}/lib;'
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'';
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postConfigure = ''
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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
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|
|
mkdir -p backend-assets/util
|
|
cp ${llama-cpp-rpc}/bin/rpc-server backend-assets/util/llama-cpp-rpc-server
|
|
'';
|
|
|
|
buildInputs = [ ]
|
|
++ lib.optionals with_cublas [ libcublas ]
|
|
++ lib.optionals with_clblas [ clblast ocl-icd opencl-headers ]
|
|
++ lib.optionals with_openblas [ openblas.dev ]
|
|
++ lib.optionals with_stablediffusion go-stable-diffusion.buildInputs
|
|
++ lib.optionals with_tts go-piper.buildInputs;
|
|
|
|
nativeBuildInputs = [
|
|
protobuf
|
|
protoc-gen-go
|
|
protoc-gen-go-grpc
|
|
makeWrapper
|
|
ncurses # tput
|
|
]
|
|
++ lib.optionals with_cublas [ cuda_nvcc ];
|
|
|
|
enableParallelBuilding = false;
|
|
|
|
modBuildPhase = ''
|
|
mkdir sources
|
|
make prepare-sources protogen-go
|
|
go mod tidy -v
|
|
'';
|
|
|
|
proxyVendor = true;
|
|
|
|
# should be passed as makeFlags, but build system failes with strings
|
|
# containing spaces
|
|
env.GO_TAGS = builtins.concatStringsSep " " GO_TAGS;
|
|
|
|
makeFlags = [
|
|
"VERSION=v${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' 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
|