Xiaomi Technology

语言大模型算法实习生

Xiaomi Technology  •  Onsite  •  22 days ago
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Job Description

语言大模型算法实习生武汉校招实习软件研发类职位描述负责大模型方向技术研究和应用,工作内容包括以几个方向:
1. 负责追踪大模型学术进展,预研前沿技术问题,打造行业领先技术影响力;
2. 负责根据业务场景,抽象技术问题,建立大模型智能体解决方案;
3. 负责将解决方案落地应用在具体业务场景,打造卓越的用户体验。
技术方向包括但不限于:
1. 优化AI搜索中的改写及精筛模型,探索更为有效的端到端强化学习算法,提升AI标准搜索结果的相关性、权威性、时效性;
2. 构建更加高质量的Deep Search训练数据,探索更加有效的CPT、SFT及RL算法,提升Deep Search效果;
3. 探索端到端Deep Research训练方案,解决开放式问题训练难题;
4. 探索开放式摘要总结任务SFT及RL训练,提升AI总结效果。职位要求1. 研究生及以上学历,发表过自然语言处理/大模型相关研究AI顶会论文优先;
2. 了解常用强化学习算法,如PPO、GRPO、DAPO等,熟悉常见的RL框架,如verl、openRLHF等;
3. 掌握NLP主流大模型,如GPT3/T5/PaLM/LLaMA/GLM等的原理,并对差异有深入的理解;
4. 熟练掌握主流深度学习框架pytorch,大模型训练框架Megatron-LM/Deepspeed等多机多卡方案,有大模型训练和项目经验优先;
5. 有良好的代码开发能力,有开源项目开发经验优先。 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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