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Diffusion On Syntax Trees For Program Synthesis

Диффузия для генерации кода. Вместо добавления шума в эмбеддинги текста, авторы вносят рандомные изменения в синтаксическое дерево кода (grammar-based fuzzing). Таким образом код всегда можно исполнить и увидеть насколько близко он к результату.

Натренировано пока что лишь на задаче воспроизведения кода рисующего картинку. Подход интересный, хочу увидеть его в других задачах.

Чисто теоретически это же можно делать с воркфлоу ComfyUI, но зачем?

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@ai_newz



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Diffusion On Syntax Trees For Program Synthesis

Диффузия для генерации кода. Вместо добавления шума в эмбеддинги текста, авторы вносят рандомные изменения в синтаксическое дерево кода (grammar-based fuzzing). Таким образом код всегда можно исполнить и увидеть насколько близко он к результату.

Натренировано пока что лишь на задаче воспроизведения кода рисующего картинку. Подход интересный, хочу увидеть его в других задачах.

Чисто теоретически это же можно делать с воркфлоу ComfyUI, но зачем?

Пейпер
Сайт
Код (с весами)

@ai_newz

BY эйай ньюз


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