Introduces how to quickly build a local multilingual translation service using Seed-X-Instruct-7B, including environment setup, API examples, and performance optimization suggestions.

Ollama is currently one of the most convenient ways to deploy local large language models (LLMs). With its lightweight runtime framework and strong ecosystem, you can run open-source models like Llama3, Qwen, Mistral, and Gemma locally without a network, enabling chat, document summarization, code generation, and even providing API services.