[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-92684":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":9,"language":9,"languages":9,"totalLinesOfCode":9,"stars":10,"forks":11,"watchers":12,"openIssues":13,"contributorsCount":14,"subscribersCount":14,"size":14,"stars1d":14,"stars7d":14,"stars30d":15,"stars90d":14,"forks30d":14,"starsTrendScore":14,"compositeScore":16,"rankGlobal":9,"rankLanguage":9,"license":17,"archived":18,"fork":18,"defaultBranch":19,"hasWiki":20,"hasPages":18,"topics":21,"createdAt":9,"pushedAt":9,"updatedAt":22,"readmeContent":23,"aiSummary":24,"trendingCount":14,"starSnapshotCount":14,"syncStatus":25,"lastSyncTime":26,"discoverSource":27},92684,"AlayaWorld","AlayaLab\u002FAlayaWorld","AlayaLab","Full-stack open-source interactive long-horizon world model.",null,279,5,9,1,0,144,52.33,"Apache License 2.0",false,"main",true,[],"2026-07-22 04:02:06","# AlayaWorld: Long-Horizon and Playable Video World Generation\n\n\u003Cp align=\"center\">\u003Ca href=\"https:\u002F\u002Falaya-lab.github.io\u002FAlayaLab\u002F\">\u003Cb>Alaya Lab\u003C\u002Fb>\u003C\u002Fa>\u003C\u002Fp>\n\n\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Falaya-lab.github.io\u002FAlayaWorld\u002F\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FProject-Page-blue\">\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=n0jIEg7taTI\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FYouTube-Demo-red?logo=youtube&logoColor=white\">\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Farxiv.org\u002Fabs\u002F2607.06291\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FTechnical-Report-red\">\u003C\u002Fa>\n  \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FCode-Coming%20Soon-lightgrey\">\n  \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FWeights-Coming%20Soon-lightgrey\">\n\u003C\u002Fp>\n\n\u003Cp align=\"center\">\n  \u003Cimg src=\"assets\u002Ffig1-AlayaWorld.png\" width=\"100%\">\n\u003C\u002Fp>\n\n> An interactive autoregressive world model with real-time camera control, prompt switching, and long-horizon memory consistency.\n\n---\n\n## 📰 News\n\n- **[2026-07-08]** Project page and technical report released.\n\n## 🚀 Release Roadmap\n\n- [ ] Inference code\n- [ ] Pretrained weights\n- [ ] Training code\n- [ ] Training data (partial)\n\n## ✨ Core Properties\n\nAlayaWorld is built around four core properties — **interaction**, **consistency**, **stability**, and **runtime**.\n\n### 🎮 Interaction\nTwo control channels: a rendered 3D cache with lightweight AdaLN camera modulation for grounded, trajectory-aware navigation, and chunk-level prompt switching to introduce new events mid-generation.\n\n### 🧠 Consistency\nTwo forms of complementary memory: an explicit 3D cache reprojected to the queried view for spatial recall, plus a compressed frame-history embedding for temporal continuity, so revisited places stay recognizable.\n\n### 🛡️ Stability\nLong-horizon stability from training on drifted histories and an error bank that re-injects accumulated artifacts into both memory and target, preventing errors from compounding over minute-long rollouts.\n\n### ⚡ Runtime\nReal-time interaction via few-step DMD distillation and short temporal chunks, with prompt switching at chunk boundaries to minimize both visual and semantic latency.\n\n## 👥 Team\n\n- **Core Lead:** Kaipeng Zhang\n- **Lead:** Chuanhao Li\n- **Core Contributors:** Chuanhao Li, Kaipeng Zhang, Yifan Zhan, Yongtao Ge, Yuanyang Yin\n- **Contributors:** Jiaming Tan, Kang He, Liaoyuan Fan, Ruicong Liu, Xiaojie Xu, Xuangeng Chu, Zhen Li, Zhengyuan Lin, Zhixiang Wang, Zian Meng, Zihui Gao\n\n## 📬 Contact\n\nFor collaboration or business inquiries, contact **kaipeng.zhang@shanda.com**.\n\n## 📝 Citation\n\nIf you find AlayaWorld useful for your research, please cite:\n\n```bibtex\n@article{alayaworld2026,\n  title   = {AlayaWorld: Interactive Long-Horizon World Modeling Toward Generative Reality},\n  author  = {Alaya Lab},\n  journal = {arXiv preprint},\n  year    = {2026}\n}\n```\n\n## 📄 License\n\nSee [LICENSE](LICENSE).\n","AlayaWorld 是一个开源的端到端交互式长时序世界模型，旨在生成可实时操控、具备空间与时间一致性的动态视频世界。其核心支持实时相机控制、分块级提示切换、3D缓存重投影与压缩帧历史嵌入双记忆机制，并通过误差注入和DMD蒸馏保障分钟级生成的稳定性与低延迟。适用于具身智能仿真、虚拟环境构建、AI代理训练等需长程连贯性与用户交互的场景。",2,"2026-07-10 02:30:08","CREATED_QUERY"]