240 lines
6.5 KiB
Nix
240 lines
6.5 KiB
Nix
{
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lib,
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buildGoModule,
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fetchFromGitHub,
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buildEnv,
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linkFarm,
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overrideCC,
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makeWrapper,
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stdenv,
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addDriverRunpath,
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nix-update-script,
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cmake,
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gcc12,
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clblast,
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libdrm,
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rocmPackages,
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cudaPackages,
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darwin,
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autoAddDriverRunpath,
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nixosTests,
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testers,
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ollama,
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ollama-rocm,
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ollama-cuda,
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config,
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# one of `[ null false "rocm" "cuda" ]`
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acceleration ? null,
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}:
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assert builtins.elem acceleration [
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null
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false
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"rocm"
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"cuda"
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];
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let
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pname = "ollama";
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# don't forget to invalidate all hashes each update
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version = "0.3.12";
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src = fetchFromGitHub {
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owner = "ollama";
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repo = "ollama";
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rev = "v${version}";
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hash = "sha256-K1FYXEP0bTZa8M+V4/SxI+Q+LWs2rsAMZ/ETJCaO7P8=";
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fetchSubmodules = true;
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};
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vendorHash = "sha256-hSxcREAujhvzHVNwnRTfhi0MKI3s8HNavER2VLz6SYk=";
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validateFallback = lib.warnIf (config.rocmSupport && config.cudaSupport) (lib.concatStrings [
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"both `nixpkgs.config.rocmSupport` and `nixpkgs.config.cudaSupport` are enabled, "
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"but they are mutually exclusive; falling back to cpu"
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]) (!(config.rocmSupport && config.cudaSupport));
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shouldEnable =
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mode: fallback: (acceleration == mode) || (fallback && acceleration == null && validateFallback);
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rocmRequested = shouldEnable "rocm" config.rocmSupport;
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cudaRequested = shouldEnable "cuda" config.cudaSupport;
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enableRocm = rocmRequested && stdenv.hostPlatform.isLinux;
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enableCuda = cudaRequested && stdenv.hostPlatform.isLinux;
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rocmLibs = [
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rocmPackages.clr
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rocmPackages.hipblas
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rocmPackages.rocblas
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rocmPackages.rocsolver
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rocmPackages.rocsparse
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rocmPackages.rocm-device-libs
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rocmPackages.rocm-smi
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];
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rocmClang = linkFarm "rocm-clang" { llvm = rocmPackages.llvm.clang; };
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rocmPath = buildEnv {
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name = "rocm-path";
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paths = rocmLibs ++ [ rocmClang ];
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};
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cudaLibs = [
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cudaPackages.cuda_cudart
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cudaPackages.libcublas
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cudaPackages.cuda_cccl
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];
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cudaToolkit = buildEnv {
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name = "cuda-merged";
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paths = map lib.getLib cudaLibs ++ [
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(lib.getOutput "static" cudaPackages.cuda_cudart)
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(lib.getBin (cudaPackages.cuda_nvcc.__spliced.buildHost or cudaPackages.cuda_nvcc))
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];
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};
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metalFrameworks = with darwin.apple_sdk_11_0.frameworks; [
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Accelerate
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Metal
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MetalKit
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MetalPerformanceShaders
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];
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wrapperOptions =
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[
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# ollama embeds llama-cpp binaries which actually run the ai models
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# these llama-cpp binaries are unaffected by the ollama binary's DT_RUNPATH
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# LD_LIBRARY_PATH is temporarily required to use the gpu
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# until these llama-cpp binaries can have their runpath patched
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"--suffix LD_LIBRARY_PATH : '${addDriverRunpath.driverLink}/lib'"
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]
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++ lib.optionals enableRocm [
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"--suffix LD_LIBRARY_PATH : '${rocmPath}/lib'"
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"--set-default HIP_PATH '${rocmPath}'"
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]
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++ lib.optionals enableCuda [
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"--suffix LD_LIBRARY_PATH : '${lib.makeLibraryPath (map lib.getLib cudaLibs)}'"
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];
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wrapperArgs = builtins.concatStringsSep " " wrapperOptions;
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goBuild =
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if enableCuda then buildGoModule.override { stdenv = overrideCC stdenv gcc12; } else buildGoModule;
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inherit (lib) licenses platforms maintainers;
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in
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goBuild {
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inherit
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pname
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version
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src
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vendorHash
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;
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env =
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lib.optionalAttrs enableRocm {
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ROCM_PATH = rocmPath;
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CLBlast_DIR = "${clblast}/lib/cmake/CLBlast";
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}
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// lib.optionalAttrs enableCuda { CUDA_LIB_DIR = "${cudaToolkit}/lib"; };
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nativeBuildInputs =
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[ cmake ]
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++ lib.optionals enableRocm [ rocmPackages.llvm.bintools ]
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++ lib.optionals enableCuda [ cudaPackages.cuda_nvcc ]
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++ lib.optionals (enableRocm || enableCuda) [
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makeWrapper
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autoAddDriverRunpath
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]
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++ lib.optionals stdenv.hostPlatform.isDarwin metalFrameworks;
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buildInputs =
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lib.optionals enableRocm (rocmLibs ++ [ libdrm ])
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++ lib.optionals enableCuda cudaLibs
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++ lib.optionals stdenv.hostPlatform.isDarwin metalFrameworks;
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patches = [
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# disable uses of `git` in the `go generate` script
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# ollama's build script assumes the source is a git repo, but nix removes the git directory
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# this also disables necessary patches contained in `ollama/llm/patches/`
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# those patches are applied in `postPatch`
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./disable-git.patch
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# we provide our own deps at runtime
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./skip-rocm-cp.patch
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];
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postPatch = ''
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# replace inaccurate version number with actual release version
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substituteInPlace version/version.go --replace-fail 0.0.0 '${version}'
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# apply ollama's patches to `llama.cpp` submodule
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for diff in llm/patches/*; do
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patch -p1 -d llm/llama.cpp < $diff
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done
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'';
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overrideModAttrs = (
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finalAttrs: prevAttrs: {
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# don't run llama.cpp build in the module fetch phase
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preBuild = "";
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}
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);
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preBuild = ''
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# disable uses of `git`, since nix removes the git directory
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export OLLAMA_SKIP_PATCHING=true
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# build llama.cpp libraries for ollama
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go generate ./...
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'';
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postFixup =
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''
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# the app doesn't appear functional at the moment, so hide it
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mv "$out/bin/app" "$out/bin/.ollama-app"
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''
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+ lib.optionalString (enableRocm || enableCuda) ''
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# expose runtime libraries necessary to use the gpu
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wrapProgram "$out/bin/ollama" ${wrapperArgs}
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'';
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ldflags = [
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"-s"
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"-w"
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"-X=github.com/ollama/ollama/version.Version=${version}"
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"-X=github.com/ollama/ollama/server.mode=release"
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];
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passthru = {
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tests =
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{
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inherit ollama;
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version = testers.testVersion {
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inherit version;
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package = ollama;
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};
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}
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// lib.optionalAttrs stdenv.hostPlatform.isLinux {
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inherit ollama-rocm ollama-cuda;
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service = nixosTests.ollama;
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service-cuda = nixosTests.ollama-cuda;
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service-rocm = nixosTests.ollama-rocm;
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};
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} // lib.optionalAttrs (!enableRocm && !enableCuda) { updateScript = nix-update-script { }; };
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meta = {
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description =
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"Get up and running with large language models locally"
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+ lib.optionalString rocmRequested ", using ROCm for AMD GPU acceleration"
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+ lib.optionalString cudaRequested ", using CUDA for NVIDIA GPU acceleration";
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homepage = "https://github.com/ollama/ollama";
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changelog = "https://github.com/ollama/ollama/releases/tag/v${version}";
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license = licenses.mit;
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platforms = if (rocmRequested || cudaRequested) then platforms.linux else platforms.unix;
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mainProgram = "ollama";
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maintainers = with maintainers; [
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abysssol
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dit7ya
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elohmeier
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roydubnium
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];
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};
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}
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