美团【基座大模型北斗实习】大模型复杂推理前沿研究
实习兼职核心本地商业-基础研发平台地点：北京 | 上海状态：招聘
工作描述
任职要求 1、熟悉NLP、LLM、RL等相关领域，对其中一个或多个方向有深入的研究经历，且有相关实际项目经验； 2、熟悉Python、C++等至少一门编程语言，熟悉LINUX环境； 3、熟悉 Megatron、DeepSpeed 等开源训练框架； 4、熟悉PPO、DPO、GRPO等常用RL算法。 加分项…
登录查看完整工作描述
微信扫码，1秒登录
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.
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.
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
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
Megatron+
https://www.youtube.com/watch?v=hc0u4avAkuM
DeepSpeed+
https://www.youtube.com/watch?v=pDGI668pNg0
还有更多 •••
相关职位
实习核心本地商业-基
1、有好奇心，敢想敢做，学习能力强，能在复杂问题的深度思考与拆解能力； 2、掌握基本的LLM训练和应用范式； 3、顶会论文（ACL/EMNLP/NeurIPS/ICLR/KDD 等）、开源贡献或算法竞
更新于 2026-04-03北京|上海
实习核心本地商业-基
1、具备 CUDA kernel 开发和 Profile 能力，理解并行计算、存储层级架构，或具备国产AI算力开发经验； 2、改过 Megatron-LM / DeepSpeed / FSDP 源码（
更新于 2026-04-03北京|上海
实习核心本地商业-基
1、具有扎实的编程功底，熟悉 C++/CUDA 编程最佳； 2、深入理解 Transformer/MoE/Attention 等 LLM 概念； 3、熟悉 RDMA，PD 分离等技术； 4、有一手的开
更新于 2026-04-03北京|上海
实习核心本地商业-基
1、熟悉一些常用的深度学习框架和大规模训推框架（比如megatron，verl，vllm，sglang等等），在大模型上有训练和推理算法工程优化实际经验的优先； 2、熟悉机器学习和深度学习理论，具备扎
更新于 2026-04-03北京|上海