阿里云阿里云智能-AI服务架构师-专有云(杭州/北京)
社招全职3年以上云智能集团地点:北京 | 杭州状态:招聘
任职要求
1、数学、计算机专业,本科及以上学历。 2、精通Python,熟练主流深度学习框架,如TensorFlow、PyTorch。 3、熟悉Transformer/BERT/GPT等基础模型结构,熟悉大模型的训练、微调和评测。 4、熟悉常用的Adam、SGD等优化算法,熟悉剪枝、量化等模型压缩技术,熟悉蒸馏、混合精度训练等模型加速技术。 5、在大模型相关技术方向,比如模型训练、推理、搜索增强生成、…
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工作职责
1、负责大模型服务解决方案的研发,前沿技术追踪、包括模型训练和调优、推理、RAG、AI Agent等键技术方向攻坚。 2、负责央国企重点客户的大模型落地业务场景识别、需求分析、方案规划以及服务履约落地,持续推动客户做好标准化大模型迁云、云上优化,打造具备行业影响力的大模型服务的标杆案例。 3、负责规划大模型服务的整体演进规划和落地,沉淀可复制的大模型场景服务方案,沉淀具备行业竞争力的大模型智能体服务平台。
包括英文材料
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.
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.
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.
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.
还有更多 •••