腾讯音乐歌词大模型算法工程师
实习兼职技术类地点:深圳状态:招聘
任职要求
1. 计算机、信号与信息处理、通信工程、音乐科技或相关专业博士,具备大语言模型、NLP等项目研发及落地经验者优先了; 2. 熟练掌握PyTorch框架,精通Transformer、GAN、Diffusion等模型架构;熟悉主流…
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工作职责
1. 负责腾讯音乐内容业务的AI技术研发,聚焦音乐生产与宣发等场景,构建核心技术体系,通过AI能力赋能音乐内容创作及服务等全流程; 2. 负责跟进行业内领先的AI音乐大模型技术,包括但不限于提出新的技术框架、改进现有的算法,持续提升相关技术指标 3. 负责参与和推动相关技术在业务上的落地。
包括英文材料
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
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.
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
还有更多 •••