蚂蚁金服【蚂蚁星】算法工程师-代办型Agent工程师-灵光(实习)
实习兼职蚂蚁星- Plan A人才计划实习地点:上海状态:招聘
工作描述
任职要求 1.深入理解Transformer、大模型原理,熟练掌握Python; 2.Agent实战经验:独立实现过Agent架构,理解长期记忆、工具调用准确率、多步规划等核心挑战。踩过Agent的坑——比如工具调用串了、记忆召回了一堆无关的、规划到第三步就崩了; 3.模型后处理能力:熟悉采样策略、结果校验等幻觉缓解手段,精通Prompt Engineering。熟悉数据处理、SFT/RL技术。理解GRPO及各种变种等核心概念,熟悉RL全链路,熟练使用Slime、OpenRLHF、verl等框架。知道RL在用户中心Agent场景下怎么用; 4.重度AI用户:高频使用各类大模型,对各模型能力边界如数家珍。 加分项(模型×Agent联合优化成果) 在模型与Agent的交叉领域有过充分实践优先: 1.顶会论文:NeurIPS/ICML/ICLR/ACL等与Agent/对齐/RLHF相关论文…
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包括英文材料
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.
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
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.
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.
Prompt+
https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/introduction-prompt-design
A prompt is a natural language request submitted to a language model to receive a response back.
https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/prompt-engineering
These techniques aren't recommended for reasoning models like gpt-5 and o-series models.
https://www.youtube.com/watch?v=LWiMwhDZ9as
Learn and master the fundamentals of Prompt Engineering and LLMs with this 5-HOUR Prompt Engineering Crash Course!
SFT+
https://cameronrwolfe.substack.com/p/understanding-and-using-supervised
Understanding how SFT works from the idea to a working implementation...
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