{
  description = "Port of Facebook's LLaMA model in C/C++";

  inputs = {
    nixpkgs.url = "github:NixOS/nixpkgs/nixos-unstable";
    flake-parts.url = "github:hercules-ci/flake-parts";
  };

  # Optional binary cache
  nixConfig = {
    extra-substituters = [
      # Populated by the CI in ggerganov/llama.cpp
      "https://llama-cpp.cachix.org"

      # A development cache for nixpkgs imported with `config.cudaSupport = true`.
      # Populated by https://hercules-ci.com/github/SomeoneSerge/nixpkgs-cuda-ci.
      # This lets one skip building e.g. the CUDA-enabled openmpi.
      # TODO: Replace once nix-community obtains an official one.
      "https://cuda-maintainers.cachix.org"
    ];

    # Verify these are the same keys as published on
    # - https://app.cachix.org/cache/llama-cpp
    # - https://app.cachix.org/cache/cuda-maintainers
    extra-trusted-public-keys = [
      "llama-cpp.cachix.org-1:H75X+w83wUKTIPSO1KWy9ADUrzThyGs8P5tmAbkWhQc="
      "cuda-maintainers.cachix.org-1:0dq3bujKpuEPMCX6U4WylrUDZ9JyUG0VpVZa7CNfq5E="
    ];
  };


  # For inspection, use `nix flake show github:ggerganov/llama.cpp` or the nix repl:
  #
  # ```bash
  # ❯ nix repl
  # nix-repl> :lf github:ggerganov/llama.cpp
  # Added 13 variables.
  # nix-repl> outputs.apps.x86_64-linux.quantize
  # { program = "/nix/store/00000000000000000000000000000000-llama.cpp/bin/quantize"; type = "app"; }
  # ```
  outputs =
    { self, flake-parts, ... }@inputs:
    let
      # We could include the git revisions in the package names but those would
      # needlessly trigger rebuilds:
      # llamaVersion = self.dirtyShortRev or self.shortRev;

      # Nix already uses cryptographic hashes for versioning, so we'll just fix
      # the fake semver for now:
      llamaVersion = "0.0.0";
    in
    flake-parts.lib.mkFlake { inherit inputs; }

      {

        imports = [
          .devops/nix/nixpkgs-instances.nix
          .devops/nix/apps.nix
          .devops/nix/devshells.nix
          .devops/nix/jetson-support.nix
        ];

        # An overlay can be used to have a more granular control over llama-cpp's
        # dependencies and configuration, than that offered by the `.override`
        # mechanism. Cf. https://nixos.org/manual/nixpkgs/stable/#chap-overlays.
        #
        # E.g. in a flake:
        # ```
        # { nixpkgs, llama-cpp, ... }:
        # let pkgs = import nixpkgs {
        #     overlays = [ (llama-cpp.overlays.default) ];
        #     system = "aarch64-linux";
        #     config.allowUnfree = true;
        #     config.cudaSupport = true;
        #     config.cudaCapabilities = [ "7.2" ];
        #     config.cudaEnableForwardCompat = false;
        # }; in {
        #     packages.aarch64-linux.llamaJetsonXavier = pkgs.llamaPackages.llama-cpp;
        # }
        # ```
        #
        # Cf. https://nixos.org/manual/nix/unstable/command-ref/new-cli/nix3-flake.html?highlight=flake#flake-format
        flake.overlays.default =
          (final: prev: {
            llamaPackages = final.callPackage .devops/nix/scope.nix { inherit llamaVersion; };
            inherit (final.llamaPackages) llama-cpp;
          });

        systems = [
          "aarch64-darwin"
          "aarch64-linux"
          "x86_64-darwin" # x86_64-darwin isn't tested (and likely isn't relevant)
          "x86_64-linux"
        ];

        perSystem =
          {
            config,
            lib,
            system,
            pkgs,
            pkgsCuda,
            pkgsRocm,
            ...
          }:
          {
            # Unlike `.#packages`, legacyPackages may contain values of
            # arbitrary types (including nested attrsets) and may even throw
            # exceptions. This attribute isn't recursed into by `nix flake
            # show` either.
            #
            # You can add arbitrary scripts to `.devops/nix/scope.nix` and
            # access them as `nix build .#llamaPackages.${scriptName}` using
            # the same path you would with an overlay.
            legacyPackages = {
              llamaPackages = pkgs.callPackage .devops/nix/scope.nix { inherit llamaVersion; };
              llamaPackagesCuda = pkgsCuda.callPackage .devops/nix/scope.nix { inherit llamaVersion; };
              llamaPackagesRocm = pkgsRocm.callPackage .devops/nix/scope.nix { inherit llamaVersion; };
            };

            # We don't use the overlay here so as to avoid making too many instances of nixpkgs,
            # cf. https://zimbatm.com/notes/1000-instances-of-nixpkgs
            packages =
              {
                default = config.legacyPackages.llamaPackages.llama-cpp;
              }
              // lib.optionalAttrs pkgs.stdenv.isLinux {
                opencl = config.packages.default.override { useOpenCL = true; };
                cuda = config.legacyPackages.llamaPackagesCuda.llama-cpp;

                mpi-cpu = config.packages.default.override { useMpi = true; };
                mpi-cuda = config.packages.default.override { useMpi = true; };
              }
              // lib.optionalAttrs (system == "x86_64-linux") {
                rocm = config.legacyPackages.llamaPackagesRocm.llama-cpp;
              };

            # Packages exposed in `.#checks` will be built by the CI and by
            # `nix flake check`. Currently we expose all packages, but we could
            # make more granular choices
            checks = config.packages;
          };
      };
}