WorldTUI: 360M Model Simulates Terminal Interaction

1 reports archived1 independent sourcesupdated 10/22/2026, 10:18:41

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A developer fine-tuned a 360M-parameter language model to predict terminal screen states instead of executing real commands. The model supports file creation, running Vim/Tmux, and gaming, leveraging parallel decoding and self-repair mechanisms for stability. A local browser demo using WebGPU is available, with weights to be open-sourced soon.

LATEST/A developer fine-tuned a 360M-parameter language model to predict terminal screen states instead of executing real commands. The model supports file creation, running Vim/Tmux, and gaming, leveraging parallel decoding and self-repair mechanisms for stability. A local browser demo using WebGPU is available, with weights to be open-sourced soon.

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Hacker News AIT2·Oct 22, 10:1878 pts
WorldTUI: 360M Model Simulates Terminal Interaction
- Fine-tuned a 360M LLM to simulate a terminal without a backend by predicting screen state changes directly
- Implemented parallel row decoding and self-repair mechanisms to maintain consistency in long-sequence generation
- Offered a purely local, WebGPU-based frontend demo to lower the barrier to entry
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