DeepSeek横空出世：开启大模型本地化部署新纪元

2025年1月20日，DeepSeek的正式发布犹如一颗重磅炸弹，迅速在全球科技领域掀起狂潮。短短十余天内，这款由中国团队研发的大语言模型便成为业界焦点，其突破性的性能表现和开放生态引发了广泛讨论。本文将从本地化部署实践、模型蒸馏技术原理、性能对标分析、成本争议探讨及未来发展方向五个维度，带您全面认识这位AI领域的新晋强者。

【免费下载链接】DeepSeek-R1-Distill-Qwen-14B 探索推理新境界，DeepSeek-R1-Distill-Qwen-14B模型以创新强化学习技术，实现思维自主演进，性能逼近顶尖水平，为研究社区带来全新视角。【此简介由AI生成】。 项目地址: https://ai.gitcode.com/hf_mirrors/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B

一、零门槛体验：个人设备玩转DeepSeek

对于普通用户而言，体验DeepSeek最便捷的方式莫过于访问其官方网站（https://www.deepseek.com/），点击"开始对话"即可开启智能交互。但真正让开发者兴奋的是其本地化部署能力——通过ollama工具（https://ollama.com/library/deepseek-r1），即便是消费级设备也能运行经过优化的模型版本。

考虑到671B参数的完整版DeepSeek-R1对硬件配置要求极高，官方贴心地提供了6款蒸馏模型供选择。在搭载Apple M1芯片、16GB内存的MacBook Air上，笔者成功部署了DeepSeek-R1-Distill-Qwen-14B模型。执行安装命令ollama run deepseek-r1:14b后，系统显示模型大小约9.0GB，通过ollama list命令可查看本地模型状态：

sammys@xinMacbook ~ % ollama list
NAME               ID              SIZE      MODIFIED     
deepseek-r1:14b    ea35dfe18182    9.0 GB    31 hours ago

该模型基于Qwen2-14B架构蒸馏而来，拥有14.8B参数和131K tokens的超长上下文窗口。通过ollama show命令可查看详细参数：

% ollama show deepseek-r1:14b
 Model          architecture      qwen2          
 parameters     14.8B              
 context length 131072           
 embedding length 5120           
 quantization   Q4_K_M

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                stop

【免费下载链接】DeepSeek-R1-Distill-Qwen-14B 探索推理新境界，DeepSeek-R1-Distill-Qwen-14B模型以创新强化学习技术，实现思维自主演进，性能逼近顶尖水平，为研究社区带来全新视角。【此简介由AI生成】。 项目地址: https://ai.gitcode.com/hf_mirrors/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B