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关于面试的一些问题 #720

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opened 2025-04-28 18:47:18 +08:00 by Aa123456 · 1 comment
Aa123456 commented 2025-04-28 18:47:18 +08:00
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老师，我是做大数据的，想往ai大模型靠一靠，简历写什么项目合适呢？有面试题吗？

老师，我是做大数据的，想往ai大模型靠一靠，简历写什么项目合适呢？有面试题吗？
rayhsw commented 2025-04-30 15:19:57 +08:00
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可以关注一些RAG（检索增强生成）问答助手方便的项目，展示从数据清洗（如处理TB级日志）、特征工程到模型训练（如微调BERT、GPT）的全流程，强调分布式计算框架（Hadoop/Spark）与深度学习框架（PyTorch/TensorFlow）的结合。比如基于开源大模型（如LLaMA、ChatGLM）的垂直领域微调、模型压缩与部署。

面试题我这边暂时不能提供。

可以关注一些RAG（检索增强生成）问答助手方便的项目，展示从数据清洗（如处理TB级日志）、特征工程到模型训练（如微调BERT、GPT）的全流程，强调分布式计算框架（Hadoop/Spark）与深度学习框架（PyTorch/TensorFlow）的结合。比如基于开源大模型（如LLaMA、ChatGLM）的垂直领域微调、模型压缩与部署。 面试题我这边暂时不能提供。
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Reference: HswOAuth/llm_course#720
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