小红书大模型分布式训练引擎研发实习生
实习兼职引擎地点:北京 | 上海 | 杭州状态:招聘
工作描述
任职要求 任职资格: 1、优秀的代码能力、数据结构和基础算法功底,熟悉Python开发,熟悉 Linux/Git开发环境; 2、有较好的学习能力、沟通协作能力和自驱力,能和团队一起探索新技术,推进技术进步(⭐️有大牛带着成长) 2、熟悉至少一种主流基础深度学习训练框架(TensorFlow/PyTorch/PaddlePaddle等)的使用和实现; 3、了解主流LLM模型结构,使用过至少一种主流LLM训练框架(Megatron-LM/DeepSpeed/veRL等); 加分项: 1、熟悉DP/TP/PP/ZeRO等分布式…
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包括英文材料
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
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
Git+
https://www.youtube.com/watch?v=rH3zE7VlIMs
Learn Git from start to finished in this full course written by ThePrimeagen.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
还有更多 •••
相关职位
社招2年以上技术类-算法
Qualifications 1、扎实的工程能力,熟悉 Python,最好熟悉一种系统语言或高性能计算相关语言,例如 C++、CUDA、Rust 或 Go; 2、熟悉 PyTorch 生态,理解大模型
更新于 2026-08-14杭州
实习
工作内容: 1、参与分布式推理系统建设,提供行业领先的LLM/多模态模型解决方案; 2、针对大语言模型(LLM)等场景,开展端到端推理性能优化,重点降低推理延迟、提升吞吐量; 3、针对大语言模型(LL
上海