Robbyant
@robbyant_brain • 3,292 subscribers
@AntGroup Affiliate | Building One Brain for All Robots 🌟 Intelligence in Action, Benefits for Everyone. #SpatialIntelligence #ActionModels #WorldModel
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🌍 What if an AI-generated world didn’t end after a few seconds—but kept running for hours, responded to every move, let you attack, cast spells, shoot, or summon storms, and continued evolving through AI agents? That’s LingBot-World 2.0: our open-source real-time interactive world model, scaling to 720p/60fps in our full setup. Today, we’re open-sourcing 3 more models: 🔹 LingBot-World 2.0 Small (1.3B) 🔹 LingBot-World 2.0 Bidirectional 🔹 LingBot-World 2.0 Causal Pretrain And now, with our 1.3B Small Model, that world can run in real time on a single consumer GPU. 🧵
Robbyant1,989,410 görüntüleme • 8 gün önce
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🌍 10 minutes was just the beginning. What if a world model could run forever — responding to your every action, generating new events, and never losing coherence? Today, we open-source LingBot-World 2.0 (Infinity) 🔥 The first interactive world model with: 🔷 Hour-long generation with zero quality drift 🔷 Rich actions & events — attack, cast spells, shoot, summon storms 🔷 Agentic world — a Director Agent drives real-time world evolution 720p/60fps. Playable like a game. 🎮 Try it now on reactor — or deploy it yourself with SGLang day-0 support. LMSYS Org #WorldModel #EmbodiedAI #OpenSource #Robotics
Robbyant1,552,168 görüntüleme • 2 ay önce
Today we open-source LingBot-Video — the first MoE-based video foundation model built for embodied intelligence. 🔹30B params, only 3B active at inference. 🔹Augmented with 70K hours of embodied data on top of large-scale internet video pretraining. 🔹Already outperforming Wan2.6, Seedance 1.5 Pro, and Cosmos3 Super on RBench. 🧵👇
Robbyant1,182,795 görüntüleme • 2 ay önce
🤖Robots that think ahead and act in real time. LingBot-VA 2.0 — the first embodied-native foundation model. Not fine-tuned from a video generator. Built from scratch for the physical world. ✅ 93.6% success on bimanual tasks ⚡ 150 Hz single-GPU inference 🎯 20 demos to generalize. This is what happens when you stop adapting and start building natively. 🧵👇
Robbyant895,079 görüntüleme • 2 ay önce
🤖 LingBot-VLA 2.0 is now open-source — our next-gen embodied foundation model. 🔷 60,000 hours of high-quality pretraining data — combining curated robotic demonstrations and egocentric human operation videos 🔷 20 robot configurations across 17 brands — Astribot, Leju, Unitree, Franka, Fourier, Realman, and more 🔷 Whole-body DoF: heads, waists, dexterous hands, and mobile bases — enabling far more complex task scenarios 🔷 Inference under 130ms on RTX 4090 — developer events launching soon #EmbodiedAI #Robotics #OpenSource #VLA
Robbyant732,572 görüntüleme • 2 ay önce
Fully Autonomous Operation. What's driving them? The answer starts tomorrow. 🔥 #LingBot2 #Robotics #EmbodiedAI
Robbyant660,044 görüntüleme • 2 ay önce
🪞 Glass. Mirrors. Transparent objects. — The nightmare of every depth camera. We just solved it! Introducing LingBot-Depth 2.0: 150M-scale training, half the depth error, 12/16 benchmarks topped. Powered by LingBot-Vision — the visual foundation model behind Depth's breakthrough. Both released today. LingBot-Vision is fully open-sourced. 🧵👇 #Robotics #DepthEstimation #OpenSource #EmbodiedAI
Robbyant554,080 görüntüleme • 2 ay önce
🦾 From seeing to doing. We're closing the loop between video prediction and real-world action. On the final day of Robbyant Open Source Week, we bring you LingBot-VA—the world's first causal video-action world model for generalist robot control. 🔥 Key Highlights: 🤖 Predicts & Acts: A single model generates both future video and the actions to make it real. 🧠 Remembers the Past: True long-term memory for complex, sequential tasks. ⚡ Learns in a Snap: Masters new skills with just 30-50 real-world demos. The result? 📈 SOTA on RoboTwin (92.9%) and LIBERO (98.5%), +20% over π0.5 on challenging real-world long-horizon & high-precision tasks. More below 👇 #AI #Robotics #EmbodiedAI #WorldModel #OpenSource
Robbyant704,157 görüntüleme • 7 ay önce
🤖 Ever seen a robot get confused by a glass door? That era is ending. Today, we're open-sourcing LingBot-Depth, a new spatial perception model that lets robots truly *see* the physical world, including transparent & reflective objects. It even surpasses top-tier industrial depth cameras in core metrics. A new sense of sight for embodied AI. #EmbodiedAI #Robotics #ComputerVision #OpenSource #DepthCamera
Robbyant320,159 görüntüleme • 7 ay önce
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