Explore my latest thoughts and insights
Recently, I had a conversation with DongGe, a senior engineering architect. Together, we summarized the key capabilities required for four major AI-era roles: Algorithm, Data, Engineering, and Architecture. This framework can serve as a reference for job design and personal development. Feel free to add your thoughts or reach out to me directly.
Let's first introduce the background of the era of large model compression, starting from GPT3, the magnitude of the weight parameters of the model has gradually risen, and the requirements for hardware have become higher and higher. Taking GPT3 as an example, under FP16 precision, 325G of memory is also required, and if the specification of A100 80G is taken as an example, at least 5 sheets are needed. Therefore, for mobile embedded devices running on limited arithmetic, to ensure that the model performance is acceptable,
这是我对24年的面试过程进行了一轮总结，并将里面不断完善我自己的理解
记录在创业期间，招聘第一位运营实习同学的真实过程