小米大模型算法工程师
社招全职A188131地点:深圳状态:招聘
工作描述
任职要求 1. 硕士及以上学历,人工智能、计算机科学、电子信息技术等相关专业; 2. 具备以下至少一到两个方向的深入研究或实践经验:大语言模型、多模态大模型、大模型后训练、大模型预训练、强化学习; 3. 深入掌握Transformer架构,了解主流dense和MoE开源模型(Qwen, Deepseek等)的结构设计原理; 4. 具备复杂系统建模能力,能够从系统角度设计完整闭环; 5. 在 ICML / NeurIPS / ICLR / AAAI / ACL / CVPR / EMNLP 等顶级会议发表论文者优先; 6…
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包括英文材料
学历+
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
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
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.
ICML+
https://icml.cc/
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