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WorldTUI simulates a terminal with a 360M-parameter model

1 report1 sourceupdated 6 hours ago

What happened

AI digest

WorldTUI was reported on the Hacker News front page on October 22. It is a fine-tune of Qwen2.5-Coder-0.5B, a 360M-parameter model that predicts terminal screen changes from keystrokes, with no real shell or filesystem behind it. Training used 336k real terminal sessions, and error-fix training improved the simulation's consistency. At inference, WorldTUI generates screen lines in parallel and then verifies them in sequence to speed things up.

Written by AI from the coverage · updated 2 hours ago

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Oct 22
  1. Hacker News front page
    WorldTUI: I trained a 360M model to pretend to be a terminal

    WorldTUI 基于 Qwen2.5-Coder-0.5B 微调,用 360M 参数模型根据按键预测终端屏幕变化,背后没有真实 shell 或文件系统。训练使用 336k 段真实终端会话,并通过错误修复训练改善一致性,通过并行生成屏幕行和顺序验证加速推理。

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