苹果Machine Learning and AI Safety Research Intern
实习兼职Machine Learning and AI地点:上海 | 北京状态:招聘♡ 收藏
工作描述
Qualifications Minimum Qualifications Currently enrolled in an MS or Ph.D. program in Computer Science, Electrical Engineering, or a related quantitative field. Hands-on experience with LLM training frameworks (e.g., DeepSpeed) and core machine learning ecosystems (e.g., PyTorch, Hugging Face). Experience with LLM inference frameworks (e.g., vLLM) and programmatic LLM API calling, including client SDKs and batch evaluation techniques. Proven experience in designing and building LLM evaluation pipelines, custom datasets, and comprehensive benchmark suites. Preference for a 5 to 6-month internship duration between Oct 1, 2026, and Sep 30, 2027. Preferred Qualifications Strong research experience in AI safety, model alignment, or red-teaming, ideally demonstrated by a track record of publications (or papers currently under …
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包括英文材料
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
DeepSpeed+
[英文] Getting Started
https://www.deepspeed.ai/getting-started/
DeepSpeed model training is accomplished using the DeepSpeed engine.
https://www.youtube.com/watch?v=pDGI668pNg0
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.
vLLM+
https://www.newline.co/@zaoyang/ultimate-guide-to-vllm--aad8b65d
vLLM is a framework designed to make large language models faster, more efficient, and better suited for production environments.
https://www.youtube.com/watch?v=Ju2FrqIrdx0
vLLM is a cutting-edge serving engine designed for large language models (LLMs), offering unparalleled performance and efficiency for AI-driven applications.
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