阿里巴巴日常实习生-Agentic评测算法工程师-Qwen基础模型
实习兼职阿里巴巴日常实习生地点:北京 | 杭州 | 上海状态:招聘
工作描述
任职要求 1. 本科及以上学历,计算机、人工智能、软件工程、数学、自动化等相关专业优先。 2. 理论基础: 深入理解 Transformer、大语言模型及 Agent 基础技术,熟悉工具调用、规划与推理、记忆机制、上下文工程、或Harness Engineering中的至少一个方向。 3. 熟悉大模型评测或后训练技术,包括但不限于 LLM/Agent-as-a-Judge、Reward Model、SFT和强化学习。 4. 具备卓越的代码工程能力,精通 Python 编程及 PyTorch 深度学习框架,具备较强的问题定位能力,能够从评测结果、用户反馈和失败样本中提炼规律,设计验证实验并推动问题解决。 5. 具备系统性研究思维,在国际顶级计算机会议/期刊(如 NeurIPS、ICML、ICLR、ACL、EMNLP 等)发表过一作论文,或在知名开源社区、顶级竞赛(如 ACM/ICPC、Kaggle)中有突出成果。 工作职责 随着大模型从对话助手快速演进为能够理解复杂需求、调用工具、记忆、操作真实环境并持续完成任务的智能体,传统基于静态问答和单轮指标的评测方式,已远远无法满足模型的迭代速度和演进,难…
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包括英文材料
学历+
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.
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
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
SFT+
https://cameronrwolfe.substack.com/p/understanding-and-using-supervised
Understanding how SFT works from the idea to a working implementation...
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
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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