LingBot-World Models by Robbyant
Last refreshed 2026-10-20. Next refresh: weekly.
Capabilities
About
LingBot-World is Robbyant's family of open-weight interactive world models that generate explorable video worlds from an image and action controls. LingBot-World 2.0, also called LingBot-World-Infinity, was released July 8, 2026 with a 14B real-time variant, with more variants added September 10, 2026.
Decision facts
- Best fit
- video generationvision and multimodal workcoding
- Capability starting point
- LingBot-World-V2-1.3B-Causal-Fast with multimodal inputs
- Lowest tracked input
- Not tracked
- Closest related family
- Agents-A1
Current Variants
Use-when guidance is based on each model's tracked capabilities, context window, release date, and replacement status.
Use when the workload needs video generation, 14B parameters, and multimodal inputs.
Use when the workload needs video generation, 14B parameters, and multimodal inputs.
Use when the workload needs video generation, 1.3B parameters, and multimodal inputs.
Use when the workload needs video generation, 14B parameters, and multimodal inputs.
| Model | Use when | Released | Signals | Status |
|---|---|---|---|---|
| LingBot-World-V2-14B-Causal-Pretrain | Use when the workload needs video generation, 14B parameters, and multimodal inputs. | 2026-09 | video generation14B parametersmultimodal inputs | Current |
| LingBot-World-V2-14B-Bid | Use when the workload needs video generation, 14B parameters, and multimodal inputs. | 2026-09 | video generation14B parametersmultimodal inputs | Current |
| LingBot-World-V2-1.3B-Causal-Fast | Use when the workload needs video generation, 1.3B parameters, and multimodal inputs. | 2026-09 | video generation1.3B parametersmultimodal inputs | Current |
| LingBot-World-V2-14B-Causal-Fast | Use when the workload needs video generation, 14B parameters, and multimodal inputs. | 2026-07 | video generation14B parametersmultimodal inputs | Current |
Release Timeline
2 release groupsSpecifications(4 models)
| Model | Released | Parameters | Vision | Multimodal |
|---|---|---|---|---|
| LingBot-World-V2-14B-Causal-Pretrain | 2026-09 | 14B | Yes | Yes |
| LingBot-World-V2-14B-Bid | 2026-09 | 14B | Yes | Yes |
| LingBot-World-V2-1.3B-Causal-Fast | 2026-09 | 1.3B | Yes | Yes |
| LingBot-World-V2-14B-Causal-Fast | 2026-07 | 14B | Yes | Yes |