地平线大模型后训练算法实习生
实习兼职算法序列地点：北京 | 上海 | 香港状态：招聘
工作描述
任职要求 -计算机、人工智能、模式识别等相关专业在读硕士及以上学历 -扎实的编程基础，熟练掌握Python或C++ -熟悉至少一种深度学习框架，例如PyTorch，了解Transformers工具库 -熟悉Linux开发环境，具备良好的系统调试与问题排查能力 【加分项】 -对数据驱动，数据闭环以及数据基础设施有相关经验 -大语言模型后训练相关经验（SFT、RLHF、LoRA/QLoRA等高效微调） -分布式训练经验（DDP / FSDP / DeepSpeed / Megatron 等） -CUDA或GPU性能优化、显存优化经验 -大规模训练系统或训练平台研发经验 -熟悉大语言模…
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包括英文材料
模式识别+
https://www.mathworks.com/discovery/pattern-recognition.html
Pattern recognition is the process of classifying input data into objects, classes, or categories using computer algorithms based on key features or regularities.
https://www.microsoft.com/en-us/research/wp-content/uploads/2006/01/Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf
Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science.
学历+
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
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
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
SFT+
https://cameronrwolfe.substack.com/p/understanding-and-using-supervised
Understanding how SFT works from the idea to a working implementation...
RLHF+
[英文] What is RLHF?
https://aws.amazon.com/what-is/reinforcement-learning-from-human-feedback/
Reinforcement learning from human feedback (RLHF) is a machine learning (ML) technique that uses human feedback to optimize ML models to self-learn more efficiently.
https://www.ibm.com/think/topics/rlhf
Reinforcement learning from human feedback (RLHF) is a machine learning technique in which a “reward model” is trained with direct human feedback, then used to optimize the performance of an artificial intelligence agent through reinforcement learning.
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相关职位
校招算法序列
-计算机、人工智能、模式识别等相关专业在读硕士及以上学历 -扎实的编程基础，熟练掌握Python或C++ -熟悉至少一种深度学习框架，例如PyTorch，了解Transformers工具库 -熟悉Li
更新于 2026-03-16北京|上海|香港
实习算法类/AI
做什么（说点实际的！）： 挖数据：自动化找模型 worse cases，定位问题，提升模型能力 调偏好：用RLHF做preference优化，提升模型对齐效果 搞基建：搭后训练数据 pipeline，
更新于 2025-12-23北京
实习日常实习
1. 博士/硕士生在读，计算机、自动化、数学或相关人工智能专业； 2. 具备大模型研发经验，在 Post-Training（如SFT、RL、Model Merge、OPD等）某一方向上有研究成果或实战
更新于 2026-06-24北京|上海|杭州
实习阿里巴巴研究型实
1. 计算机科学、人工智能等相关专业，硕士以上学历 2. 有大规模视觉生成模型训练经验或者在相关方向的顶级会议/期刊（CVPR/ICCV/ECCV/NeurIPS/AAAI等）发表过论文优先。 3.
更新于 2026-05-27杭州