{
  pkgs,
  ...
}:
{
  services = {
    ollama = {
      enable = true;
      package = pkgs.ollama;
      syncModels = true;
      loadModels = [
        "gemma3"
        "deepseek-r1:latest"
        "deepseek-r1:1.5b"
        "qwen3"
        #"qwen3-coder-next"
        "qwen3-coder"
        "lennyerik/zeta"
        "llama3.1:8b"
        "qwen2.5-coder:1.5b-base"
        "nomic-embed-text:latest"
      ];
      environmentVariables = {
        FLASH_ATTENTION = "1";
        OLLAMA_KV_CACHE_TYPE = "q8_0";
        # Ollama memory configuration
        OLLAMA_MAX_LOADED_MODELS = "2";
        OLLAMA_MAX_QUEUE = "4";
        OLLAMA_NUM_PARALLEL = "2";

        # ROCm memory optimization
        #HIP_VISIBLE_DEVICES = "0";
        #ROCR_VISIBLE_DEVICES = "0";

        # context length for agents
        OLLAMA_CONTEXT_LENGTH = "64000";
      };
    };
    open-webui = {
      enable = true;
      port = 21212;
    };
  };
  users.users.ollama = {
    extraGroups = [
      "render"
      "video"
    ];
    group = "ollama";
    isSystemUser = true;
  };
  users.groups.ollama = { };
}