DreamForge-World 0.1 Preview让你在消费级显卡上实时操控世界模拟，支持键盘鼠标，15 FPS流畅运行，比那些需要超算的模型亲民多了。
研究人员发布DreamForge-World 0.1 Preview，这是一种面向实时交互的基座世界模型。系统基于LongLive 1自回归视频堆栈（衍生自Wan2.1-T2V-1.3B），并融入Matrix-Game家族的残差动作路径。该模型在单张RTX 4090上以480p分辨率达到14-15 FPS，支持键盘鼠标控制、多模态初始化、中流重提示和双视角操作。通过开源视频骨干和针对性微调，构建了高成本效益的预览系统。
DreamForge-World 0.1 Preview: A Low-Compute Real-Time Controllable World Model
We present DreamForge-World 0.1 Preview, a preview foundational world model for real-time interactive world simulation. The system adapts the LongLive 1 autoregressive video stack, itself derived from Wan2.1-T2V-1.3B, with a residual action pathway inspired by the Matrix-Game family. DreamForge-World 0.1 Preview focuses on a complementary axis to frontier-scale world simulators: low-compute adaptation, consumer-GPU runtime, and broad interactive capability coverage. It supports live keyboard and mouse control, multimodal initialization, mid-stream reprompting, dual-view operation, and minute-scale interactive rollouts at native 480p resolution, reaching up to 14 to 15 FPS FPS on a single RTX 4090 with a low memory footprint. By leveraging open video backbones and applying targeted adaptation runs, we build the preview system with high cost-efficiency. DF-World 0.1 Preview is not yet a memory-complete or frontier-quality world simulator, but demonstrates a practical low-compute route toward real-time controllable world-model previews on consumer GPUs.