Xiaomi Technology

顶尖实习-多模态推理加速研究员-AI基建

Xiaomi Technology  •  Onsite  •  1 day ago
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Job Description

顶尖实习-多模态推理加速研究员-AI基建

北京

校招

实习

软件研发类

【使用中】顶尖实习计划

职位描述

  • 负责多模态模型(图像、视频、音频等) 模型适配,性能分析和推理优化,支持实时语音和视频输入和输出 - 负责基于SGLang 等技术的多模态推理框架的开发和优化,包括分布式推理架构,推理引擎, 多模态cache管理,算子优化等 - 负责扩散模型推理优化包括并行优化,稀疏化,cache管理等,以及与语言模型推理架构统一

职位要求

  • 硕士及以上学历,计算机、软件工程、数学等相关专业,具备扎实计算机理论基础和丰富编程经验 - 精通 Python,熟练掌握至少一种深度学习框架(如 PyTorch),理解深度学习基础算法原理,熟悉基础Transformer,ViT, DiT等模型结构优先 - 熟悉大模型推理框架的基本原理和流程,了解 vLLM、SGLang, diffusers等推理框架的核心技术和实现优先 - 有良好团队协作与沟通能力,强烈的上进心和自我驱动,挑战自我不断追求卓越;

投递

Xiaomi Technology

About Xiaomi Technology

Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.

Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.

Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.

Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Beijing, CN
Year Founded
2010
Website
mi.com
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