Li Auto

【基座模型】多模态大模型算法工程师

Li Auto  •  Onsite  •  4 days ago
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Job Description

【基座模型】多模态大模型算法工程师
北京
全职
互联网 / 电子 / 网游
职位描述
1、负责视觉大模型基座架构优化、视觉编码器CLIP性能优化和视觉编码器训练(图像编码器和视频编码器);
2、负责CLIP模型小型化优化,包含模型蒸馏效果优化、端侧轻量化模型架构设计、模型裁剪和稀疏训练(结构化稀疏和非结构化稀疏)、对比学习训练调优等;
3、参与视觉大模型实际训练和项目落地,主导高效视觉编码器的架构设计和端侧推理性能优化。
4、负责部分图文对数据集生产和构建、模型评测等任务
职位要求
1.硕士及以上学历,自动化、计算机等相关专业;
2.必须有视觉VIT基座优化经验或者VLM、VLA相关项目落地交付经验;
3.优秀的代码技术功底,熟练掌握CLIP编码器的From Scratch训练、VLM多模态预训练和强化学习训练等内容。
4.有VIT视觉基座模型的架构设计经验,能针对硬件特性设计高性价比的模型架构。
具备以下条件优先:
1.在NeurlPS/ICLR/ACL/EMNLP/CVPR/ICCV等会议或期刊上发表过论文者优先。
2.获得过国际或国内重要赛事奖项者优先。
3.在大模型领域有主导过有影响力项目或者核心技术发布者优先。
投递
Li Auto

About Li Auto

Founded on July. 1, 2015, Li Auto's brand mission is to "Be Proactive, Change the World".

We are dedicated to providing families with safer, more comfortable, and more convenient smart EVs through breakthrough innovations in products, technologies, and business models. By Oct. 18, 2024, Li Auto achieved the milestone of one million vehicle deliveries in just 58 months, setting a new record for the fastest one million deliveries in China's luxury car market.

We see cars evolving from transportation in the Industrial Age into spatial robots in the age of AI. And we fuse the physical and digital worlds through AI, turning limited car space into infinite experiences. Our goal isn't just to transform the automotive industry through cutting-edge AI technologies, but also bring the benefits of AI to every family.

Join us in pushing growth boundaries and realizing our vision of "To Become a World-Leading Embodied AI Enterprise."!

Industry
Automotive & Mobility
Company Size
1,001-5,000 employees
Headquarters
Beijing, CN
Year Founded
2015
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