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Open nowPosted 162 days ago

世界模型算法实习生

momenta/intern84 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now世界模型算法实习生momenta/intern · Beijing, Chinese Mainland
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  6. 45.1%60 days
This job: posted 162 days ago

The posting

我们致力于打造面向真实物理世界的生成式世界模型,依托Momenta海量真实物理交互数据,聚焦先进模型架构设计与大规模Scaling,构建具备物理一致性、长时序推理与可交互能力的下一代AI 基础模型。团队覆盖视频生成、多模态统一理解与生成、VLA、端侧Policy Model、离线Sim2Real全链路,提供行业最一线、最核心的研发机会,推动技术从模型创新到Physical AI在真实场景落地。

1、负责高保真、物理自洽视频生成世界模型研发。包括扩散模型、时序建模、长视频生成、高性能多模态表征探索与推理优化算法研发和前沿探索,构建可预测、可交互、具备物理约束的生成式世界模型; 2、深耕世界模型前沿架构设计,探索物理世界的Scaling Law。推进模型架构往理解生成统一,MoE/MoT等前沿架构演进。结合大规模真实数据,推进模型工程化、性能极致化与规模化迭代; 3、参与端侧Policy Model与离线Sim2Real全链路研发,打通仿真生成与真实世界决策闭环,支撑自动驾驶等核心场景落地。

1、扎实的深度学习基础,熟练使用PyTorch,具备优秀的前沿视野、工程实现与问题定位能力; 2、掌握一种以上分布式训练框架、具有大规模集群训练或模型Scaling经验; 3、自驱力强,逻辑清晰,具备良好的沟通协作与技术攻坚能力,热爱前沿 AI 技术与真实场景落地。

加分项 1、精通世界模型/视频生成核心技术,具备模型从0到1搭建、迭代与落地经验,追求技术极致与长期价值; 2、多模态其他方向(语音/图像/3D/VLA等)完整研发经验,熟悉预训练、微调、对齐全流程;具备强技术迁移能力,强烈意愿深耕视频生成、世界模型与物理AI方向,能独立攻坚与推进项目; 3、Policy Model、Sim2Real、机器人/自动驾驶感知/决策相关经验; 4、开源项目贡献者或顶会论文作者。

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