
莉莉丝游戏算法实习生
实习兼职算法模型地点:上海状态:招聘
任职要求
1. 专业背景:数学、统计学、计算机、AI、软件工程等相关专业,全日制本硕博在读。 2. 编程能力:熟练掌握Python,熟悉Linux开发环境。 3. 技术技能:熟练掌握Prompt调优、LLM Agent相关知识与技能。 4. 调研能力:能独立发掘和阅读最新论文,实现代码,并独立完成某技术方向的调研。 5. 能力素质:团队合作、沟通表达、清晰思维、逻辑严谨,具备学习和自驱动能力。 6. 实习时间:至少3个月,每周保证至少4天。 7. 兴趣爱好:热爱游戏,对LLM在游戏领域应用感兴趣。 加分项: 1. 系统设计:具备应用/服务系统设计能力者优先。 2. API与并发:具备RESTful API服务构建经验,了解解决服务并发问题者优先。 3. 分布式训练:具备多卡及分布式训练经验者优先。 4. LLM训练:具备LLM tuning与应用相关知识和实践经验 *本岗为校招储备实习,实习表现优秀者将有机会转正留用。
工作职责
1. 在指导下,参与LLM在游戏公司内部的应用。 2. 在指导下,使用Prompt Engineering、Agent相关技能,优化LLM输出,使其对齐人类偏好信息;参与RAG系统构建与优化。
包括英文材料
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.
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
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!
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
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.
系统设计+
https://roadmap.sh/system-design
Everything you need to know about designing large scale systems.
https://www.youtube.com/watch?v=F2FmTdLtb_4
This complete system design tutorial covers scalability, reliability, data handling, and high-level architecture with clear explanations, real-world examples, and practical strategies.
REST+
https://roadmap.sh/golang/rest-api
Building a REST API in Go offers a blend of high performance, ease of deployment, and scalability.
https://spring.io/guides/gs/rest-service
This guide walks you through the process of creating a “Hello, World” RESTful web service with Spring.
https://www.restapitutorial.com/
REST (Representational State Transfer) APIs have revolutionized the way developers build and integrate web services, enabling seamless communication between systems and applications.
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