小米多模态大模型算法实习生
实习兼职地点:北京状态:招聘
任职要求
1.硕士及以上学历,计算机、人工智能、机器学习、电子信息、自动化、数学等相关专业,多模态大模型、计算机视觉等相关方向; 2.具备一定的多模态算法或计算机视觉实践经验,对计算机视觉和深度学习算法有深入理解; 3.具备优秀的编程能力,熟练掌握PyTorch等至少一门深度学习框架,熟练掌握Python或C++等至少一门编程语言; 4.…
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工作职责
1. 深入调研多模态大模型、计算机视觉、大模型推理以及强化学习等方向的前沿技术,并结合产品对算法进行优化,使相关产品效果达到业界领先水平; 2. 探索多种模态的融合对齐策略,以及多模态多任务联合训练; 3. 参与多模态大模型落地到小米各个产品,结合产品需求,参与算法的设计、开发、验证、集成、优化和维护,解决算法产品化过程中的各种技术问题,确保达到上线要求; 4. 参与相关领域学术研究,产出具有业界行业影响力的科研成果;
包括英文材料
学历+
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
OpenCV+
https://learnopencv.com/getting-started-with-opencv/
At LearnOpenCV we are on a mission to educate the global workforce in computer vision and AI.
https://opencv.org/university/free-opencv-course/
This free OpenCV course will teach you how to manipulate images and videos, and detect objects and faces, among other exciting topics in just about 3 hours.
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
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