XPENG

量化部署实习生

XPENG  •  Onsite  •  2 hours ago
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Job Description

量化部署实习生
深圳
实习
互联网 / 电子 / 网游
智能机器人板块
职位描述
作为小鹏机器人机器学习基础设施团队的量化部署实习生,你将参与并探索以下领域:
1、在自研芯片上进行前沿模型量化部署的研究;
2、和算法团队合作探索端侧优化的前沿模型的设计。
职位要求
1、计算机科学、软件工程、机器学习或相关领域的本科及以上学历,硕士或博士优先;
2、掌握pytorch的使用, 对经典大模型量化算法例如quarot & smoothquant & gptq & awq等有了解, 对大模型量化的常见问题 (异常激活值) 有认知, 对vllm & sglang等推理框架有了解;
3、对经典llm & vlm & vla & omni模型结构有了解;
4、乐于探索前沿论文并在实际场景中落地。
【加分项】
1、对npu & dsp等硬件架构有基本认知;
2、对模型常见算子的精度 & 量化特性 & 推理性能等有深入研究;
3、对前沿模型结构设计有了解, 例如线性 & 稀疏注意力 & diffusion lm等结构, 对轻量化模型结构设计有了解;
4、有模型量化相关领域论文经历。
投递
XPENG

About XPENG

XPeng is a leading Chinese Smart EV company that designs, develops, manufactures, and markets Smart EVs that appeal to the large and growing base of technology-savvy middle-class consumers. Its mission is to drive Smart EV transformation with technology and data, shaping the mobility experience of the future. In order to optimize its customers’ mobility experience, XPeng develops in-house its full-stack advanced driver-assistance system technology and in-car intelligent operating system, as well as core vehicle systems including powertrain and the electrical/electronic architecture. XPeng is headquartered in Guangzhou, China. In 2021, the Company established its European headquarters in Amsterdam, along with other dedicated offices in Copenhagen, Munich, Oslo, and Stockholm.The Company’s Smart EVs are mainly manufactured at its plant in Zhaoqing and Guangzhou,Guangdong province.

For more information, please visit https://heyxpeng.com.

Industry
Automotive & Mobility
Company Size
1,001-5,000 employees
Headquarters
Guangzhou, CN
Year Founded
2014
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