TCL端侧AI开发实习生
实习兼职研发技术类地点:深圳状态:招聘
任职要求
1.软件工程、计算机、嵌入式、电子信息等相关专业本科及以上在读,有扎实的项目实践基础; 2.熟悉机器学习与深度学习基本原理,掌握PyTorch等主流框架; 3.了解端侧生成式模型架构,掌握模型微调或量化技术,有可展示项目成果…
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工作职责
1.基于开源神经网络模型,开展效果微调与性能优化,满足端侧业务需求; 2.基于端侧开源推理框架,完成模型工程化落地与部署; 3.跟进端侧模型前沿论文,实现可复现Demo,探索端侧推理模型原型构建。
包括英文材料
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具,在灵活性、可读性和性能上都具备相当的优势,近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
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