腾讯QQ-高级算法工程师
社招全职3年以上QQ技术地点:深圳状态:招聘
任职要求
1.计算机科学、人工智能、电子工程等相关专业硕士及以上学历; 2.Agent、多模态模型、计算机视觉或自然语言处理相关研发经验; 3.扎实的深度学习基础,深刻理解 Transformer、Diffusion Model、Autoregressive 等主流架构; 4.具备大规模分布式模型训练实战经验,熟悉 DeepSpeed、FSDP、Megatron 等训练框架; 5.熟练掌握 Python、PyTorch,具备良好的工程落地能力; 6.保持对前沿技术的好奇心…
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工作职责
1.AI Agent 算法研究方向:探索工具调用、模型规划、长记忆、意图识别等核心能力;研究多 Agent 协同机制,推动 Agent 在实际业务中的落地; 2.多模态大模型研究与优化方向:主导多模态/全模态大语言模型的预训练、对齐与推理优化;推动图像、视频、文本等多模态理解与生成能力的持续演进; 3.多模态内容理解与治理方向:构建面向复杂场景的多模态内容理解能力;建设生态内容治理算法体系,支撑业务侧的理解、分析与交互需求; 4.图像/视频编辑与生成落地方向:研究并落地图像编辑、视频生成与编辑等 AIGC 能力。
包括英文材料
学历+
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.
OpenCV+
https://learnopencv.com/getting-started-with-opencv/
At LearnOpenCV we are on a mission to educate the global workforce in computer vision and AI.
https://opencv.org/university/free-opencv-course/
This free OpenCV course will teach you how to manipulate images and videos, and detect objects and faces, among other exciting topics in just about 3 hours.
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
Megatron+
https://www.youtube.com/watch?v=hc0u4avAkuM
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.
还有更多 •••