7% in F1-score. • As Vicuna is open-source and requires fewer resources for training and deployment, the success of LogPrompt on Vicuna holds promising implications for building in-domain strategies of LogPrompt. • Applying LogPrompt to a smaller-scaled LLM: Vicuna 13B • The deployment of large, proprietary, and API-dependent LLMs in local environments can be a challenging

包含所有必要的依赖项。 o 将构建好的镜像推送到私有镜像仓库，以便在 Kubernetes 集群中部署。 3. Kubernetes 部署配置： o 创建 Kubernetes 的 Deployment 和 Service 配置文件， 指定副本数量、资源限制和网络策略。 o 使用 ConfigMap 和 Secret 管理配置文件和敏感信息， 如 API 密钥和数据库连接信息。 4